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godigiin · 19 days ago

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Data Science Course in Pune

Master Data Science with the Best Course in Pune at GoDigi Infotech

Are you ready to transform your career with a future-proof skill? Look no further than GoDigi Infotech, your trusted training partner for the best Data Science course in Pune. Located conveniently in Pune’s IT and educational hub, we specialize in hands-on, industry-ready programs that help you break into one of the most in-demand fields of the 21st century — Data Science.

In today’s data-driven world, companies across sectors are hunting for professionals who can derive meaningful insights from data. Our Data Science Course in Pune is designed to help you gain a competitive edge in the job market with practical knowledge, real-time projects, and one-on-one mentorship from experienced trainers.

Why Choose GoDigi Infotech for Your Data Science Course in Pune?

Industry-Centric Curriculum: We offer a comprehensive curriculum covering Python, Machine Learning, Data Visualization, SQL, Statistics, and AI fundamentals. Our training modules are updated regularly to keep up with industry trends.

Certified Trainers with Real-World Experience: Our faculty includes experienced data scientists and analytics experts who bring real-world project knowledge into the classroom.

100% Placement Assistance: We provide career guidance, resume building, mock interviews, and direct placement assistance with top MNCs, startups, and hiring partners across Pune and beyond.

Practical, Project-Based Learning: Each student works on real-time datasets and capstone projects to ensure they gain hands-on experience and confidence before stepping into the job market.

Flexible Timings: Whether you're a student, a working professional, or someone looking for a career change, our weekend and weekday batches are tailored to fit your schedule.

What You Will Learn in Our Data Science Course in Pune

At GoDigi Infotech, we go beyond just theory. Our Data Science course in Pune ensures you are job-ready from day one.

Here’s what you’ll master:

Python Programming for Data Science

Statistics & Probability

Data Wrangling and Cleaning

Exploratory Data Analysis (EDA)

Data Visualization with Tableau & Power BI

Machine Learning Algorithms

Deep Learning Basics

SQL for Data Science

Capstone Projects & Portfolio Building

Who Can Join Our Data Science Course?

Our Data Science Course in Pune is beginner-friendly and suitable for:

Graduates from any stream (BSc, BCA, B.Com, Engineering, etc.)

Working professionals from IT, Finance, Sales, Marketing, HR

Freelancers and entrepreneurs looking to harness data

Career changers with no prior coding experience

We offer a free counseling session to understand your background and recommend the best learning path for you.

Student Success Stories – Real People, Real Careers

At GoDigi Infotech, we take pride in transforming lives. Over the years, we’ve trained hundreds of students who are now placed in reputed companies like Infosys, TCS, Capgemini, Cognizant, and many more.

Our alumni testimonials speak volumes about the effectiveness of our Data Science Course in Pune. Whether it’s a fresher landing their first job or a senior professional transitioning to data science, we’ve made it happen — and you could be next!

Local Advantage: Why Pune is the Best Place to Learn Data Science

Pune is not only known for its educational institutes but also as a growing IT and data analytics hub. With numerous MNCs, tech parks, and startups, Pune offers an excellent opportunity to learn and get placed without relocating to bigger cities.

If you’re searching for a top-rated Data Science course near you in Pune, GoDigi Infotech is your local expert.

Visit us on Google Maps: https://maps.app.goo.gl/aLJmVJcnwG9f4z956

Tools & Technologies Covered

Our students get hands-on experience with:

Python, NumPy, Pandas

Jupyter Notebook

Matplotlib, Seaborn

Scikit-learn

SQL

Tableau

Power BI

Google Colab

TensorFlow Basics

These tools are critical to becoming a successful data analyst or scientist and are included in our full Data Science course in Pune.

Certification That Matters

After completing the course, you’ll receive an industry-recognized Data Science certification from GoDigi Infotech that adds credibility to your resume. Our certification is recognized by top hiring managers in Pune and across India.

Join GoDigi Infotech – Your Local Partner for Career Growth

We invite you to visit our center, speak with our faculty, and take a free demo session to experience why we are a top choice for students looking for a Data Science course in Pune.

Whether you are looking to switch careers, enhance your current role, or step into the world of data, GoDigi Infotech is here to guide you.

Call Now: +91- 70835 44123

Address: Visit our center in [Your Area], Pune Email: [email protected] GMB Location: https://maps.app.goo.gl/aLJmVJcnwG9f4z95

Conclusion: Build a Future-Proof Career with a Data Science Course in Pune at GoDigi Infotech

Don’t just learn — learn with purpose. At GoDigi Infotech, we’re committed to helping you unlock your potential with the best Data Science Course in Pune. Our personalized mentoring, placement support, and local industry exposure give you everything you need to become a confident data science professional.

Search “Data Science course in Pune” on Google — and you'll find us leading the way because your success is our priority.

#data science course in kharadi pune

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ethanstech · 25 days ago

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Data Science vs Data Analytics: Understanding the Key Differences

In today’s data-driven world, businesses heavily rely on insights derived from data to make informed decisions. Two prominent fields that often come up in this context are Data Science and Data Analytics. While these terms are sometimes used interchangeably, they refer to distinct roles and responsibilities within the data ecosystem. Let’s explore how these two domains differ and why understanding the distinction is essential for aspiring professionals.

What is Data Science?

Data Science Course in pune is a multidisciplinary field that uses scientific methods, algorithms, and systems to extract knowledge from structured and unstructured data. It encompasses areas such as machine learning, predictive modeling, artificial intelligence (AI), and big data technologies. A Data Scientist Course in Pune often works on complex problems that require building models to forecast future trends or behaviors.

Key Responsibilities:

Designing and building machine learning models

Developing data strategies and algorithms

Working with big data tools (e.g., Hadoop, Spark)

Advanced statistical analysis and programming (Python, R)

What is Data Analytics?

Data Analytics classes in Pune, on the other hand, focuses more on examining datasets to identify trends, draw conclusions, and support decision-making. It is more descriptive in nature and is typically used to understand historical data and provide insights into business operations.

Key Responsibilities:

Data visualization and reporting (using tools like Power BI, Tableau)

Analyzing trends and patterns

Supporting business intelligence initiatives

Using SQL and Excel for querying and managing data

Which One Should You Choose?

If you’re inclined toward coding, algorithms, and building predictive models, Data Science is the ideal path. However, if you enjoy working with business data to derive insights and support decision-making, Data Analytics would be more suitable. Both fields offer strong career prospects and are crucial for business success in the digital era.

Get Certified by IIT Guwahati & Ethans Tech — Join Our Advanced Programs Today!

Conclusion

Whether you choose Data Science or Data Analytics, both are rewarding fields with immense growth potential. However, building expertise requires structured learning and hands-on experience. If you’re looking to kickstart or upgrade your career in either domain, Ethans Tech offers industry-aligned training programs in Data Science and Data Analytics with hands-on projects, expert mentorship, and placement support. Start your journey into the world of data with Ethans Tech today!

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a3itsolutions · 1 month ago

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Data Analysis at A3 IT Solutions

In the era of digital transformation, Data Analysis is one of the most powerful skills you can learn. Whether you're in business, tech, finance, or marketing—understanding data is the key to smarter decisions and faster growth.

At A3 IT Solutions, our Data Analysis Course is designed to help you build job-ready skills using industry-standard tools and techniques.

🔍 What You'll Learn:

Excel for Data Management & Reporting

SQL for Data Querying

Python for Data Analysis & Automation

Data Visualization with Power BI / Tableau

Statistics & Data Interpretation

Real-Time Projects + Case Studies

🎯 Why A3 IT Solutions?

🧑‍🏫 Experienced Mentors from Industry

📈 Hands-On Practice with Real Datasets

📜 Certification & Project Portfolio

💼 Internship & Placement Assistance

🕒 Online & Offline Batches Available

👨‍🎓 Suitable for Freshers, Professionals & Career Switchers

https://www.a3itsolutions.in/data-analysis-course

#Data Analysis Course #Data Analysis #Data Analysis Course fees #Data Analysis Course in jaipur

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sruthypm · 2 months ago

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Discover the Best Data Science Course in Kerala with Techmindz

In today’s data-driven world, the ability to analyze and interpret large volumes of information is one of the most in-demand skills across industries. From IT and healthcare to finance and marketing, the need for skilled data scientists is growing rapidly. If you're looking to build a career in this exciting field, Techmindz offers the best Data Science course in Kerala, designed to equip you with the tools, technologies, and techniques that employers are seeking.

Why Data Science Is the Career of the Future

Data science is more than a buzzword—it's a transformational force in every modern organization. Companies use data science to gain valuable insights, predict trends, automate processes, and improve customer experiences. With advancements in artificial intelligence and machine learning, professionals with strong data science skills are seeing unmatched career opportunities.

Key reasons to pursue a career in data science:

High-paying job roles with global demand

Versatile application across multiple sectors

Opportunities in cutting-edge fields like AI, ML, and big data analytics

Strong future-proof career path

What Makes Techmindz the Best Choice in Kerala?

Located in Infopark, Kochi, Techmindz stands out as a leading data science training institute in Kerala. What makes our course the best?

✅ Industry-Relevant Curriculum

Our course covers all key areas of data science:

Python programming for data analysis

Data visualization using tools like Power BI and Tableau

Machine learning algorithms and models

SQL for data management

Big data tools (Hadoop, Spark)

Capstone projects and case studies

✅ Hands-On Training Approach

We emphasize practical learning through real-world projects, labs, and assignments that simulate workplace scenarios.

✅ Expert Mentors

Our trainers are experienced data professionals who bring deep industry knowledge and provide mentorship throughout the course.

✅ Career Support

We don’t stop at training. We provide:

Resume building and LinkedIn optimization

Mock interviews with industry experts

Placement assistance and connections with top tech companies

Who Can Join This Course?

This course is suitable for:

Recent graduates in any discipline

Working professionals looking to switch careers

IT and software engineers seeking specialization

Entrepreneurs and analysts wanting to make data-driven decisions

Success Stories That Inspire

At Techmindz, we’ve helped hundreds of learners land jobs in data science roles across Kerala and beyond. Our alumni are now working at top companies like TCS, Infosys, Cognizant, and leading startups.

Location Advantage: Kerala’s IT Growth Hub

Being situated in Kochi, Kerala’s growing IT corridor, Techmindz provides access to a wide network of tech companies, hiring managers, and opportunities for internships and placements.

Conclusion: Your Data Science Journey Begins Here

Choosing the best data science course in Kerala is the first step towards building a successful, future-proof career. With Techmindz, you don’t just learn—you gain a competitive edge in the real-world job market.

🚀 Start your data science journey today with Techmindz. Your future in analytics awaits!

https://www.techmindz.com/data-science/

#data science #data science classes #data science course #data science training #techmindz

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softcrayons4455 · 6 months ago

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Data Analytics course in Ghaziabad

Softcrayons Tech Solutions, a leading IT training and consulting service provider, offers comprehensive Data Analytics courses in Ghaziabad. Our expertly designed programs equip you with the in-demand skills and knowledge to excel in the data-driven world.

Why Choose Softcrayons?

Industry-Relevant Curriculum: Our courses are meticulously crafted to align with the latest industry trends and best practices.

Experienced Faculty: Learn from seasoned professionals with extensive industry experience who provide valuable insights and guidance.

Hands-on Training: Gain practical experience through real-world projects, case studies, and hands-on exercises.

100% Placement Assistance: Our dedicated placement team assists you in finding suitable job opportunities and preparing for interviews.

Flexible Learning Options: Choose from a variety of learning formats, including classroom training and online courses, to suit your schedule and preferences.

Key Skills Covered:

Data Collection and Cleaning

Data Visualization with Tableau, Power BI, and Python

Statistical Analysis and Machine Learning

Programming with Python and R

Big Data Technologies (Hadoop, Spark)

Business Intelligence Tools

Career Paths:

Data Analyst

Data Scientist

Business Analyst

Business Intelligence Analyst

Data Engineer

Machine Learning Engineer

Data Consultant

Invest in Your Future with Softcrayons

Don't miss this opportunity to unlock your data potential. Contact Softcrayons Tech Solutions today to learn more about our Data Analytics courses in Ghaziabad and embark on a successful career in this exciting field.For more information visit:-https://www.softcrayons.com/data-science-ml-using-python-ghaziabad

#Ghaziabad #Data Analytics course in Ghaziabad

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ashbins · 7 months ago

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Why choose data analytics course in Kochi?

Master Data Analytics with Zoople Technologies in Kochi

In today’s data-driven world, the ability to analyse and interpret vast amounts of information is an invaluable skill. Businesses, governments, and organizations across industries rely on data to make informed decisions, optimize operations, and gain a competitive edge. If you’re in Kochi and looking to build a rewarding career in this thriving field, Zoople Technologies offers the perfect solution. Our Data Analytics course is designed to equip you with the expertise and tools needed to excel in the rapidly evolving domain of data science and analytics.

Why Choose Zoople Technologies?

At Zoople Technologies, we believe in empowering individuals with industry-relevant skills and hands-on experience. Recognised as one of Kochi’s leading training institutes, we provide a comprehensive learning experience tailored to meet the demands of the modern workforce. Here’s why Zoople Technologies stands out:

Industry-Experienced Faculty: Our team of instructors comprises seasoned professionals with extensive experience in data analytics, data science, and related fields. They bring real-world insights into the classroom, ensuring you gain practical knowledge alongside theoretical understanding.

Cutting-Edge Curriculum: The curriculum at Zoople Technologies is meticulously designed to cover all essential aspects of best data analytics. From foundational concepts to advanced techniques, our program ensures that you are well-prepared to tackle real-world challenges.

Hands-On Training: We emphasise practical learning through live projects, case studies, and interactive sessions. Our goal is to make you job-ready by providing hands-on exposure to the tools and techniques used in the industry.

State-of-the-Art Infrastructure: Located in the heart of Kochi, our institute is equipped with modern classrooms, advanced computing facilities, and all the resources you need for a seamless learning experience.

Placement Assistance: Zoople Technologies goes beyond training by offering dedicated placement support. We help you connect with top recruiters and prepare for interviews to kick-start your career.

Course Highlights

The best Data Analytics course at Zoople Technologies covers a wide range of topics to provide a holistic understanding of the field. Here’s a glimpse of what you can expect:

1. Introduction to Data Analytics

Understanding data types and structures

Overview of data analytics processes

Importance of data analytics in business decision-making

2. Statistical Analysis

Descriptive and inferential statistics

Hypothesis testing and regression analysis

Probability distributions and sampling methods

3. Data Visualization

Creating insightful visualizations with tools like Tableau and Power BI

Designing dashboards and reports

Best practices for effective data storytelling

4. Programming for Data Analytics

Basics of Python and R programming

Data manipulation with libraries like Pandas and NumPy

Writing efficient and reusable code

5. Database Management

Introduction to SQL and NoSQL databases

Querying and managing large datasets

Data integration and cleaning techniques

6. Machine Learning Basics

Introduction to machine learning algorithms

Supervised vs. unsupervised learning

Building predictive models

7. Capstone Project

Application of skills to solve a real-world problem

End-to-end data analytics project

Presentation and feedback from industry experts

Who Should Enroll?

Our Data Analytics course is suitable for:

Fresh graduates looking to enter the data analytics field

Working professionals aiming to enhance their skillset

Entrepreneurs who want to leverage data for business growth

Anyone passionate about data and its applications

Career Opportunities in Data Analytics

The demand for skilled data analysts is skyrocketing across industries such as finance, healthcare, retail, and technology. Upon completing the course at Zoople Technologies, you can explore roles like:

Data Analyst

Business Analyst

Data Scientist

Machine Learning Engineer

Business Intelligence Developer

With a solid foundation in data analytics, you’ll be equipped to work with leading organizations and make data-driven decisions that drive success.

Why Kochi is the Ideal Place to Learn

Kochi, often referred to as the “Queen of the Arabian Sea,” is rapidly emerging as a hub for technology and innovation. With a vibrant IT ecosystem and a growing number of startups and multinational companies, the city offers ample opportunities for aspiring data professionals. Zoople Technologies, located in this dynamic environment, provides a perfect setting for learning and career growth.

Join Zoople Technologies Today!

If you’re ready to embark on a journey toward a rewarding career in data analytics, Zoople Technologies is here to guide you every step of the way. Our expert trainers, comprehensive curriculum, and commitment to excellence make us the preferred choice for data analytics training in Kochi.

Take the first step toward your dream career. Enroll in Zoople Technologies’ Data Analytics course today and transform your passion for data into a profession. Together, let’s shape the future of analytics!

#data analytics #data analytics courses #data analytics course in kochi #best data analytics course in kochi #best data analytics course

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tutort-academy · 2 years ago

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Data Scientist vs. Data Analyst: Which is the Right Career for You?

The choice between a Data Scientist and a Data Analyst ultimately depends on your interests, skills, and career goals. Here are a few factors to consider:

Technical Skills and Interests

Data Scientists require a strong foundation in mathematics, statistics, and programming, along with expertise in machine learning and data visualization. If you enjoy working with complex algorithms, building predictive models, and diving deep into statistical analysis, a career as a Data Scientist may be the right fit for you.

On the other hand, if you have a passion for data analysis, problem-solving, and generating insights to drive business decisions, a career as a Data Analyst may be more suitable. Data Analysts excel in data manipulation, data cleaning, and data visualization techniques, utilizing tools like Excel, SQL, and Tableau to extract valuable insights from data.

Education and Experience

Data Scientists typically hold advanced degrees such as a Master's or PhD in a quantitative field like mathematics, statistics, computer science, or engineering. These programs provide in-depth knowledge and expertise in statistical modeling, machine learning, and data analysis. A strong educational background combined with relevant work experience can greatly enhance your chances of becoming a successful Data Scientist.

Data Analysts, on the other hand, often have a Bachelor's or Master's degree in a quantitative field such as mathematics, statistics, computer science, or economics. While formal education is valuable, gaining practical experience through internships or industry projects can also be beneficial in this role.

Salary and Career Growth Potential

Data Scientists are in high demand and command higher salaries compared to Data Analysts. According to Glassdoor, the average salary for a Data Scientist in the United States ranges from $78,000 to $171,000 per year. Data Scientists also have a high career growth potential, with opportunities to specialize in specific areas such as artificial intelligence, big data, or data engineering.

On the other hand, Data Analysts earn an average salary ranging from $50,000 to $97,000 per year in the United States, according to Glassdoor. While the salary may be lower compared to Data Scientists, Data Analysts still have opportunities for career growth, specialization, and advancement into management roles or specific areas like business intelligence or data visualization.

Ready to Learn More about Data Science and Data Analysis?

If you're interested in pursuing a career in data science or data analysis, Tutort Academy offers comprehensive courses to help you get started. Our Data Science courses provide in-depth training in data science, statistical analysis, machine learning, data visualization, and more. With hands-on projects and real-world case studies, you'll gain practical experience to excel in the field of data.

Whether you choose to become a Data Scientist or a Data Analyst, Tutort Academy's courses will equip you with the necessary skills and knowledge to succeed.

Start your journey today and unlock exciting career opportunities in the world of data and analytics.

#tutortacademy #learn data science #data science training #data science course #data scientist #data science

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eventid1ngs · 5 years ago

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[ F e v e r . ]

A Post-Calamity Zelink Oneshot

Rating: T

Word count: 2500

Zelda blew out a breath that puffed her cheeks. She felt flushed and uncomfortable, and frankly, quite over the whole situation if she was being honest with herself. It hadn’t taken her long to decide that the Eldin Region, in its entirety, was her least favorite amongst the whole kingdom. At least the Gerudo’s persistent hot weather was of a drier character; the climate closer to Death Mountain was dreadfully humid and the princess was not enjoying it at all.

Quickly, she changed out of her travelling clothes and into more comfortable clothing suitable for sleeping. She did not have the energy to walk to the bathhouses to change, and Link had gone not too long ago to bathe, so Zelda took the liberty to change within the current privacy of their room at the Foothill Stable Inn.

Afterwards she lay on her side of the bed (Following a week or two of debilitating nightmares, Link had agreed to sleep nearer to her, for both her protection and her comfort. She hadn’t had a nightmare since), focusing on doing as little as possible so as to avoid using the energy she felt she didn’t have due to the heat. Rather idly, she scrolled through the Hyrule Compendium on the Sheikah slate, making mental notes of the missing entries.

Even breathing felt like a chore. Zelda missed the comforts of more temperate climates and looked forward to leaving the next morning now that her and the knight’s work there with the Gorons was complete.

A half hour or so passed before Link returned. Zelda jumped when the door opened, having been so absorbed in her reading material. Her eyes met the knight’s as he entered. He nodded to her and offered a small smile before closing the door behind him and motioning towards the mirror by the dresser. He wore a clean white shirt and short pants. His wild hair was wet from his bath.

Zelda continued to read as Link brushed his hair into a duly ponytail. He approached the bed.

“Will you be up for a while longer?” he asked.

“Yes, I would like to finish this book. I am almost at the end. It is quite fascinating! Did you know that…” But Link had stopped listening, not out of any disrespect but because of sheer exhaustion; that fight with the hinox brute earlier had left him more tired than he realized. As Zelda discussed the contents of her book, Link moved the candle from the nightstand on his side of the bed to the one on Zelda’s.

“...Amazing. There are so many things to learn about this Goddess-forsaken region.” The princess finally took a break from talking.

Her knight chuckled. “Goddess-forsaken?”

“I must admit to you, Link, that I have been most uncomfortable since our arrival here.” she explained, sitting up and leaning against the headboard. “Tease me if you must, but I am not at all accustomed to this climate and it does not suit me in the slightest.”

The other refrained from the teasing. “Can I do anything to make you more comfortable, princess? I could fetch you a cooling elixir.”

Zelda wanted to accept the offer, but shook her head. “No, I will be alright. You need your rest. I will be quiet now.”

“Being of service to you is not a bother--”

“Thank you.”

“...Do you need anything else, princess?”

“No. Thank you, Link.”

He nodded and proceeded to lie down, on top of the covers. His left hand rested on his stomach and the other above his head on the pillow. His typical sleeping position.

“Goodnight, princess.” he muttered, his eyes already closed.

“Goodnight, Link.”

Sometime later, after Zelda had finished her book, she sat it down on the nightstand and lay down on her side, facing the candle. She watched the flickering flame for a long, long while.

It was too hot. Too humid. And for the life of her, the princess was unable to fall asleep. She turned over, facing her knight. A weird sense of desperation came over her that she would not sleep at all that night and that have a terrible day tomorrow, and she wanted to wake Link so he could go and acquire a sleep tonic for her. But she couldn’t. She wouldn't.

So she just stared at Link, half comforted by the sight of him sleeping so soundly, half incredibly envious of the fact that he had already been sleeping for two or three hours and she hadn’t slept a wink.

Then she felt awkward, watching him like that.

Was it proper that she and Link shared a bed, if only to sleep? It hadn’t even crossed her mind before. She had been so immensely relieved to be cured of her nightmares that she hadn’t considered anything else. Besides, most evenings, both Link and Zelda were too exhausted from the various activities of the day to let their minds wander where they, perhaps, should not be. Everything was mechanical. And if otherwise, the two merely went over the next day’s plan on the Sheikah slate until they were too tired to continue.

The princess shuddered at the thought of her father finding out about the bedsharing, although, surely he knew somehow, from his place in the afterlife. It was a somewhat harrowing thought that Zelda pushed from her mind immediately.

But tonight, on account of her sleeplessness, her thoughts went somewhere it had only dared to graze over before.

She watched the slow rise and fall of the knight’s chest as he breathed. He snored softly, which was followed by a sort of contented moan that caused something in Zelda’s insides to stir. She had no explanation for that strange feeling, at the time.

She sighed. He is enjoying his sleep. Blessed be the Goddesses.

Suddenly, Link woke, and stared at Zelda with a confused expression and sleep-smeared eyes.

“...Princess? Are you alright?”

Zelda hesitated.

“What is wrong?”

“The mere fact that I bathed just a few hours ago and I already feel that I need to bathe again.”

Link scratched at his hair. His cheeks were visibly flushed. “It is hot in here.” he agreed, “I’ll open a window. Maybe some air flow will help.” He got up and did so. Before returning he acquired a looser, short sleeve shirt from his pack to replace the one he was wearing. He quickly switched the shirts with his back facing Zelda. She hadn’t been looking until one of his shoulder blades glinted in the candlelight and she glanced over a mere second too late to see anything else.

Did she want to see anything else? The sudden notion puzzled her.

When he turned, the two locked eyes.

“I’m sorry that you’re so uncomfortable, princess.” he said, approaching again. “Are you sure there isn't anything else that I can do to help?” He couldn’t stop the yawn that followed his offer.

“I just can’t sleep. Perhaps I will just try again tomorrow night when we’re back in Necluda.” She meant for this to be a joke but it came out more bitter than she had intended.

Link stared at her for a moment, thinking, before sitting crossed-legged on the bed and reaching for the Sheikah slate. It had been resting against the footboard. The bed dipped as the knight sat down and the princess had to readjust her own sitting position.

“...What are you doing?” she asked, curiously.

“Making note of something I just thought of.” was his answer. Zelda didn’t feel like prodding him to tell her what that something was, so she laid back down instead, feeling no less irritated. Link typed on the slate for less than a minute before setting it back down where had been and then lying down. He finally noticed Zelda glaring at him.

“What?”

“...Nothing.”

He wasn’t convinced, and they didn’t break eye contact. Finally, the princess’ expression softened.

“I was just thinking, Link…” she said quietly. “...and, please, be honest with me--”

“I’m always honest with you, princess.”

She paused, taken aback that he had interrupted her. He had never done that before. “...Just for the sake of my curiosity… Have you ever thought about… I mean… Have you ever wondered what we… If we…”

“Yes.”

“I...what?”

“Of course I have, princess. I’m not dense.”

“I… I was not at all suggesting that you were! I’m just genuinely curious…” Zelda pressed her lips together. She hardly understood these words that were, frivolously, escaping her lips with her voice. And yet, somehow, Link understood? It couldn’t be a coincidence.

“Our questions will find their answers in due time, princess.”

“I know that. I have always been rather impatient, though, and I can’t help but wonder... But I apologize for this silly conversation. Please, go back to sleep. I have said too much.”

The moment of silence that followed, without any sort of closure from either party, proved to be far more uncomfortable than the hot weather.

The princess shut her eyes, feeling as if she had done something awful, and it took considerable effort on her part not to start crying. A line had been crossed and she wished that she could erase the past five minutes.

But Link moved beside her and before she had a chance to look at him and assess the situation, she felt his lips on hers.

It was soft.

Gentle.

Earnest.

Still, Zelda gasped from surprise. In doing so she opened her mouth slightly, which her knight took as an invitation.

Something was being set free. It was raw, unadulterated...wild. Something, perhaps, that had been waiting over a hundred years to come to the surface, having lay dormant all that time.

“Link, wait-- I-- There is so much more-- that I need to say--” But he was stealing away her breaths, and the words stopped materializing in her brain.

“Later.” he said. His lower lip dragged up her chin and briefly cupped hers before resuming the kiss.

“Oh-- I--”

He paused and they stared at each other for a few seconds. “...Do you want me to stop?”

“I… No--”

So he didn’t. Zelda sighed out the last bit of her resolve and allowed her mind to drift away amongst the sea of her inner consciousness.

His hands were on her; one on her hip and the other supporting her behind her back. She put her hands on either side of his face, daring to touch him for the first time. Their kisses became less tableau and more mindless; a feverish tangle of swollen lips and forceful breaths. They fell to the bed eventually and his mouth travelled from hers to along her jaw and then her ear.

She felt his warmth--impassionate and searing--seeping out from him, through his clothes and then through hers before entering her through the very pores of her skin.

...If she had been hot before, she was on fire now, having become one with the very pools of flame that flowed under the Great Eldin Bridge.

Link nuzzled against her neck, somehow finding new places to plant more kisses. Zelda felt that if this continued for much longer, she would surely implode.

“...We should stop…..” he said, his voice low near her ear. His breathing had syncopated with hers.

“Then stop...” was her response. It sounded like a dare.

“...Do you want me to stop, princess?”

The word princess made Zelda open her eyes. She stared at the textured beige ceiling above them as she tried to catch her breath. “...I’m afraid, Sir Link...that I simply don’t have the courage...to answer that question...as we are, now...”

At that, he retreated, removing his limbs from hers carefully. Zelda’s skin mourned the loss of his touch. She searched for his face but he refused to meet her eyes. She watched him swallow, hard. Her brain rebooted and had begun to replay what had just occurred over again in her mind like a slideshow. What...was happening? The princess tried to make logical sense of this new onset of feelings and emotions, but her body betrayed her with exhaustion and a yearning ache for more of his kisses.

“I’m sorry. That should not have happened.” Link said, finally, swallowing his breaths in vain attempt to calm himself down. “It is not my place to initiate such things. I’m ashamed of my behavior."

“But, Link--”

“I can’t share a bed with you anymore, princess. Please understand me. I… can’t.”

Zelda panicked, remembering the nightmares. “You can, and you must. Please! I need you to. You know this.”

He made no response. Instead, he got up with a vague gesture of distress.

“Wait--”

“I just need a few minutes to myself, princess. Please excuse me.”

Zelda nodded her permission and Link put on his cloak and boots before heading out into the night alone.

“It’s fine.” she reassured, a bit later, after he had returned.

“No. You barely opened a door and I shoved myself across the threshold. That is not fine, princess.”

“Maybe I wanted--” Zelda began, but she stilled her tongue.

Link stared, not realizing that he was holding his breath.

The princess swallowed her previous sentence. “...It’s my fault, then. For opening the door.” she said instead, feeling her heart sink, meanwhile.

That was not what her knight wanted to hear, either, and it was obvious in his expression.

“At any rate, I’m sorry...” he said, too late.

The princess was exasperated. The lack of sleep was making her eye sockets hurt. “Please don’t apologize for--”

“..For disturbing the peace between us.”

“--something that I started.” They had both spoken at the same time. There was a long, pregnant pause. It was then that they both realized that neither would be the same from that night on. Later that became a terrifying though exciting prospect; a new adventure to embark upon and a new world to explore but in that moment, it felt like both of them had lost something very precious and they felt its sudden absence very, very keenly, in their own ways.

“Link, let’s forget about this for right now. I am so very tired and I know that you are, too.” She patted his vacant spot on the bed. “Come and sleep.”

“I shouldn’t--”

“Come and sleep.” she repeated. It wasn’t a request.

He swallowed again. “Yes, princess.” He rejoined her on the bed, maintaining distance. They both lay down on their backs, both staring at the ceiling.

Zelda reached out and took Link’s hand. “I trust you, you understand that, right?” she said quietly. Her eyes were closed. “It is myself whom I do not trust just yet.”

“I understand.”

“Goodnight, Link.”

“Goodnight, princess.”

The night finally consumed the two--the Princess of Hyrule and her appointed knight--and they slept peacefully, long into the morning.

END.

#zelink #botw #fanfic #postcalamity #oneshot #for those of you who prefer to read on tumblr #i gotchu fam

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carmenlire · 5 years ago

Text

Lover of Mine

read on ao3

Alec stares, unseeing, at the sea of glinting silver before him. Instead of rolling green hills and the daily monotony of life, it’s eerily silent.

Alec’s never felt more alone.

He doesn’t startle at the voice behind him, merely keeps his attention focused on the legion of men marching toward him in their chainmail, weapons held aloft. He imagines that, if he could see their expressions, it would be a cast of smug confidence.

Their closest allies are two day’s ride away.

“My lord,” calls out a quiet voice. “You called for me?”

Without looking up, Alec asks, “Have you secured the servants and their families?”

He hears his bodyguard pause on the threshold, can feel the intensity of his considering gaze as he finally answers. “I have. The only people still on the premises are our soldiers.”

Alec smiles but it’s faint and a dozen shades of grim. “And those of our enemy.”

“My lord, I beg of you, won’t you reconsider--”

“Magnus,” Alec calls out tiredly. He finally casts his eyes away from the imminent carnage below to look at his bodyguard, his most trusted advisor after all these years. “I beg of you, let’s not allow formality between us at this last hour.”

Magnus’s expression shifts several times before it lands on heartbreakingly honest. “Alexander,” he whispers and a part of Alec thinks that it must be magic, the way the soft words reach him. “You are to be king. A king never leads the charge.”

Turning to face Magnus completely, Alec ignores the world for a moment longer. He allows himself this small retreat and loses himself for the thousandth time in warm brown eyes he knows as well as his own.

“That is not the king I’m to be, Magnus.” He laughs but it’s bitter. “It appears I’m not to be king at all.”

“Don’t say that,” Magnus snaps. “It is my responsibility as your bodyguard to keep you out of harm’s way. I can ready the horses and we can go through the tunnels right now--use the secret corridors and be at Herondale’s fort in two days. There are no innocents to slaughter, Alexander. We can leave Aldertree’s men confounded and return with a force to overwhelm him.”

For a moment-- just a moment, for that’s all he’ll ever have when it comes to Magnus-- Alec allows himself to think about it. He could come back commandeering an army that would smite Valentine’s men like the rats they are.

That’s never been his style, however, and he sees in Magnus’s eyes that there was really never any other way this could end.

“Come here, Magnus.”

Magnus stays still for a moment in the only rebellion he’ll ever give Alec before he’s walking across the room. In Magnus’s eyes, Alec sees everything he could have had in another life and everything he’s giving up in this one.

His throat aches at the surrender even as he chastises himself for putting personal feeling above his duty.

“I am an honorable man, Magnus, and an honorable man would never leave his soldiers to die at the hands of a madman unconcerned with the casualties of war. I will lead my men into the fight of our lives and should we die, we’ll die with honor.”

Magnus’s voice is broken as he hoarsely mutters, “For once in your life, I wish you would be selfish, Alexander.” Bitterness and the slightest edge of hate drag through his tone as he offers in vain, “We could run away, you and I. We could settle down in a village far away and be no more than Sir Alec and Magnus.”

Alec laughs, just a little. “I could open a small bookshop and you could establish a bakery. Our existence would be so simple.”

“But happy,” Magnus replies softly. “And most importantly, we’d be alive.”

Alec turns away from the tears he sees in Magnus’s eyes to the fields below. Valentine’s men are getting closer and there’s no time.

There’s never enough blasted time.

“I have to go, Magnus. I will give it my best try and hope to the gods that it’s enough.”

Magnus, too, looks outside and Alec watches as his expression hardens into the warrior he’s carved himself into.

He nods once. Without looking at Alec, Magnus says, “I will follow you anywhere, my lord. Even if it’s to your own funeral.”

“Remember me fondly?”

There’s a moment that seems to freeze them together in this macabre tableau. They are nothing more than two men, a would-be king and his trusted advisor.

They could be so much more, though, and in this moment separate from reality Alec can imagine the taste of Magnus’s lips against his and just how sweet selfishness would taste.

Time speeds up, however, and before he’s quite ready, Alec is leading Magnus down to the castle’s foyer.

And then he’s standing in the bright sunshine as scores of men march toward him awaiting their commander’s call.

His last thought before the heat of battle is how he wishes he could be a different person-- a man free to love as he yearns, someone who could answer Magnus’s silent plea with anything else but rejection.

Alec takes the punch that fairly cracks his jaw and retaliates with his own wicked roundhouse kick. The man in front of him groans low and vicious satisfaction courses through him at the the sound.

“Give it up, Bane,” Alec pants as he takes a step back.

Magnus, for his part, shakes his hair out of his eyes to level Alec with a glare. “Now, why would I want to do that, darling? This is my assignment and I refuse to let the assholes at Idris Inc. take my payday.”

Wary, Alec slides his gun out of its holster. He holds it idly and knows that Magnus’s sharp eyes haven’t missed it. “I have my orders,” is the only thing Alec offers. “They don’t include letting a rogue assassin take over the mission. Walk away, Bane.”

“No can do, Alexander.” Magnus smiles pleasantly and Alec imagines if they met on the street, he’d never be able to see the darkness that hides behind his eyes. “We could work together, you know?”

Alec recoils at the offer, taking a sharp step back. “What the fuck?” He sneers. “Why would I ever work with someone like you?”

Magnus huffs. “You’re lucky I don’t rescind the invitation with that attitude.” His smile curves wickedly. “Maybe, Alexander, you’d want to work with me because you’re being played the fool.”

“What’s your angle, Magnus?” Alec lowers his guard imperceptibly, intrigued despite himself and Magnus’s bold claim.

“No angle, darling. I’m just saying-- things at Idris Inc. haven’t always been above reproach. In certain circles, they’ve never managed to clean themselves up.” Magnus pauses for a moment and his next question leaves Alec reeling. “Haven’t you ever wondered what happened to your parents? They were Idris’s best couple and then one day, just-- poof. They disappeared, never to be heard from again. Don’t you think it’s suspicious that an organization such as the one they swore their allegiance couldn’t find them?”

“What the hell, Magnus? How do you know about my parents?”

Magnus raises his hands in an appeasing gesture and looks at Alec from beneath his lashes. He’s equal parts coy and lethal and Alec doesn’t know what to believe. “Your parents disappeared after a mission gone ostensibly wrong. There’s a lot of threads hanging loose, Alexander, if you know where to pull.”

“You’re lying. You’re just trying to drag me down to your level.”

Magnus shrugs but his focus doesn’t leave Alec’s. “I’m offering an olive branch of sorts. I’ll help you, if you like. Let me have this client and I’ll help you find answers. We could be a great team, darling.”

Unsure but unwilling to throw away everything he’s ever known, Alec barely thinks as he brings the gun up until it’s pointed at Magnus’s chest. “You have to be lying, Bane. I don’t like when people underestimate me.”

For the first time, uncertainty flickers in Magnus’s eyes but he holds steady. “I’m not playing games, Alec. Camille means more to me than she ever will to Idris. Let me take care of her and then I’ll help you find out what dirty secrets Idris has been keeping from you and your family.”

Alec pauses for a long moment and it seems like the room seems to draw its own breath, anxious and still. Something niggles in the back of his mind, whispers about the Lightwood legacy and rumors that Idris’s hands haven’t always been so pristine.

Still. Alec’s dedicated his entire life to the organization. Loyalty to Idris is ingrained and it will take more than a smooth talking rival to make Alec’s world crumble.

Magnus proposed a partnership but Alec’s always worked alone. It’s with that newfound conviction that Alec steels his resolve and does something he should’ve had the guts to do all those months ago when he first ran into the man.

He’d entertained the possibility of something more for far longer than was either wise or appropriate. Bane had become his own thread and Alec was finally ready to cut him loose.

He looks into Magnus’s eyes and pulls the trigger.

“I’m getting married,” Alec says softly. He tosses back the rest of his whiskey and relishes the burn. He tries to pretend that it drowns out the choked gasp he hears behind him.

“What?”

Without looking behind him, Alec repeats, “I’m getting married. My family’s situation has only grown more dire since the war broke out and my parents have found a suitable match with the daughter of a manufacturing company in America. She is on a steamboat to Britain as we speak.”

“I thought you were planning to remain a bachelor for all your days?”

Alec grins wryly. “Plans have a way of changing, Magnus. You should know that better than anyone else.”

He hears his best friend take a single step closer before he’s asking, in a voice that makes Alec want to take back every wretched word he’s ever said to cause Magnus pain, “I can take care of you, Alexander. You don’t have to do this.”

Turning around, Alec makes his way back behind his desk and braces his hands on it as he lets his head fall down until the only thing he can see is the mess scattered across the polished wood. “I can’t let you do that.”

“Why not? Give me one good reason, Alec. I have more than enough money to keep you afloat, however long you need it.”

Alec raises his head. “And how would it look if word ever got out, huh? Magnus Bane, shipping magnate, whose tastes are known to run rather unusual helping elusive bachelor Lightwood with his finances. I won’t be some man’s whore, Magnus. Especially yours.”

Fire ignites Magnus’s eyes as he crosses the room to lean across the desk from Alec. “Especially me? What the fuck is that supposed to mean? We’ve been best friends since we were children. We went to Eton and Oxford together. Our estates neighbor each other. If anyone make any queries-- which I highly doubt-- everything can be explained away by our fraternal relationship.”

Alec sighs and sits down, the fight leaving him abruptly as he gestures for Magnus to take a seat as well. “I have a family to think about. Jace and Izzy and Max, they all still need to find matches and that means the Lightwood name has to be above reproach. I refuse to be a source of gossip for my family. There are rumors, Magnus, and they don’t paint either of us in a favorable light. You know what could happen if we were ever found out.”

“You really think a constable will be banging down our doors about such matters?”

“It wouldn’t be the first time something like that’s happened and with the war overseas, any behavior considered deviant will be cast in the harshest light. It’s too risky, Magnus. We are friends. I hope will continue to be friends. But I’ll still be married by the end of the year.”

Magnus doesn’t say anything for a long moment and then he’s heaving himself up and walking over to the drink cart, splashing a liberal amount of brandy in a glass and tossing it back like it’s water.

“So that’s the end of things.”

“I don’t know what you want from me. We both knew we could never have everything we wanted.”

Alec studies Magnus from across the room and thinks to himself that he’s never seen his best friend look so small, so utterly defeated.

“We were to remain bachelors until old age, darling.” Magnus’s voice is so soft it almost hurts Alec to hear it as he continues, “Our estates are joined and out in the country, there would be no one to know if we lived together. If we shared meals and afternoons in the drawing room and a bed.”

Magnus looks up at that and the look in his eyes flays Alec alive. “It wouldn’t be perfect by any means but we would be together and that’s all I ever wanted. But now, out of nowhere, you tell me you are to be wed to an American heiress. What, are you to father children with her? Live in domestic bliss? Am I to believe that this is anything but a tragedy, not just for you but for your wife and me as well?”

Alec’s throat aches and he can’t find any words to soothe Magnus’s accusations. “It’s better this way,” he offers in a raw voice.

“Is this it, then,” Magnus asks, staring into the fire. “You won’t fight for us? After everything, it comes down to Alec Lightwood being a goddamn coward.”

Alec flinches but doesn’t fight back. “I had hoped we could at least salvage a true friendship, Magnus. Surely after everything, we could do that.”

He watches as Magnus shakes his head, a slow back and forth that seems almost subconscious. “No, Alexander, I don’t think we can. I can’t be simply friends with a man I am in love with. I’m sorry, but I don’t hate myself as much as you do.”

Stricken, Alec stays silent. Magnus clears his throat, backing away from the fire and blinking rapidly before he turns and looks at Alec. “Should the wedding go on, we will become nothing more to each other than acquaintances who meet at the country fêtes and occasionally in London. Everything will be above reproach between us, darling. Mark my words.”

“Goodbye, Magnus.”

Alec watches Magnus walk out of his study and it takes everything he has not to call him back. He watches his heart leave him and wonders that there’s not a bloody trail that leads right out of Lightwood Manor directly to Bane’s estate.

With a sigh, he takes out the letter that had been left for him several days ago.

Lightwood,

For the small price of 100,000 pounds, I will keep the secret of your association with Bane just that. I give you until the end of the month to come up with the funds. I expect a reply within a fortnight and trust that you will make the right decision.

Just imagine the trouble that could befall your siblings should your deviancy reach public ears. Not to mention the criminal consequences. . .

Sincerely,

A Concerned Conscience

Alec crumples the paper into his fist and throws it into the fire. It might feel like he’s a dying man still breathing but there’s never a world where Alec doesn’t protect those he loves.

As the blackmail letter burns to ash, so do the last of Alec’s dreams.

They meet on a Tuesday and for a brief moment, it feels like the man in front of him is the answer to every single question Alec’s ever had.

It doesn’t take long for Alec to come to his senses however. He looks down at the red string tying his hand to this Magnus and can’t stop an involuntary shudder.

The string feels like shackles.

“Alexander? Do you want to find somewhere to talk? I must admit, I was starting to think I’d never find you.”

Alec takes a step back. He can’t look away from the string connecting him to Magnus, the string that means he’s just met his soulmate.

His soulmate, who’s supposed to be his other half, who is supposed to complete him.

So caught up in his thoughts, Alec doesn’t see the way Magnus’s face falls, the way his warm smile cools into something icy, the way the fire in his eyes grows banked at Alec’s initial rejection.

“I don’t want this,” Alec croaks out.

Magnus’s gaze snaps to his because while he may have anticipated some reticence, surely Alec doesn’t mean what he thinks he does.

“I’m afraid I don’t follow, Alexander.”

Gesturing sharply to the space between them, Alec shakes his head and it’s not frantic. It’s resolute.

Alec looks up to meet Magnus’s eyes and can’t imagine a world where this is a start and not just a tragic ending.

“I’ve never liked the concept of soulmates,” Alec utters and tries to ignore the stab of guilt as Magnus’s face bleaches of all color. “I want to cut our tie.”

“Alec, are you sure? That means neither of us will find another. We’ll both be destined to be alone.”

“I’m sorry, Magnus. I’m sorry you’re stuck with me but I never wanted this.” I don’t want you remains unsaid but heard all the same.

“By all means then,” Magnus replies in a calm voice. “I would never want to force someone to be with me, let alone my supposed soulmate.”

Alec’s breath shudders and while there’s a part insisting he not go through it, there’s already relief trickling through him at being unbound from such a weighted promise. He figures the small part of himself not on board is merely trying to fit into societal ideals. As he steels himself, he pushes down the part that wants nothing more than to fall at Magnus’s feet and declare something. Not love but maybe interest. The acknowledgement of possibility.

Fate has never been his friend.

Alec knows himself well enough to know things would never work out with a soulmate, no matter how perfect they supposedly were for him. Alec’s always had himself and he’s always had a choice.

He chooses this.

“Cut the tie.”

The silence falls in the loft at Magnus’s hushed confession. Alec doesn’t know what to do with the quiet yet sincere words that had just escaped the warlock.

For that’s what he is, all he should be to Alec. The High Warlock of Brooklyn who had done more than enough for shadowhunters for one day.

Still. Alec can’t hide how alluring Magnus is in the low light of the loft as he tells him, “You’ve unlocked something in me.”

Alec opens his mouth but no words come out. He can’t find the right words to string together to tell Magnus that he’s alluring, that he makes Alec think about what could be and the blasphemous wish that duty could fall second to personal desire, just this once.

A ringing phone breaks the tension between them just when it seemed to be reaching its crest and Alec answers the phone only to hear Maryse barking a slew of orders at him. He turns away from Magnus for the duration of the call, not wanting to taint the connection he can feel growing between them with his mother’s venom.

When he hangs up, though, Magnus is still right there. Close enough to touch, Alec’s heart whispers traitorously.

Still, Alec’s never shirked his duty before and he’s not about to start now, not when he can just see the edge of chaos barreling towards him and his family at the hands of that Fray girl.

“Duty calls,” he explains apologetically and makes some move to leave.

Magnus turns around from the window and takes a few steps closer to him. Alec wonders if the warlock can hear his heart beating fast, way too fast for what should ostensibly be a professional, if friendly, interaction.

“A furrowed brow,” Magnus murmurs before his lips quirk up in a grin. “Maryse must be recruiting you for something unseemly.”

It’s said in jest but Alec sees the bitterness of distaste in Magnus’s gaze and figures now is as good a time as any to leave. He stumbles over his words, not quite sure what he’s trying to say or where he’s trying to go but every thought comes to a halt as he watches Magnus lift a single finger up to his lips.

His eyes follow the gesture and he can’t stop the smile that catches on the corner of his lips at the coyness, at Magnus’s ability to be so confident but relaxed.

It’s a combination Alec sorely needs.

His thoughts focus as Magnus says, “I understand.” And he thinks that’s the end of it but then the warlock just has to take it one step farther. “Stay for one more drink? And then decide?”

Lifting the glass up is a temptation and Alec thinks about what would happen if he accepted. He imagines that he’d share a few hours of Magnus’s company and maybe the warlock would dig his nails into him a little deeper. He imagines the stories Magnus could regale him with and knows that he has a few he could share in turn.

It doesn’t sound bad at all, Alec thinks. Right now, at this moment, there are very few things he’d rather be doing than drinking a too-strong martini in Magnus Bane’s home as he lets the warlock entertain him.

He’s a Lightwood, though. This-- whatever this is-- has never been an option for Alec. The man in front of him is kind and Alec can already see his prejudice cracking at the edges, the lessons painstakingly drilled into his head holding not a candle to the reality in front of him.

Still.

Duty is Alec’s constant companion and it wouldn’t do to shrug it off now.

“I’m sorry,” Alec starts and he sees the smile on Magnus’s face wither a little, right there. “I’d love to, maybe another time. It’s just-- things sounded urgent on the phone--”

Magnus waves him away. “Say no more, darling. I should know better than most that when Maryse Lightwood calls, it wouldn’t do to delay.”

Alec nods once and can’t help but feel like something more precious than he can conceive has just slipped through his fingers. “Listen, Magnus.”

Magnus lifts a finger again but this time it just fills Alec with sadness. “I understand, Alexander.”

The silence of the loft is oppressive as Alec desperately wracks his brain for something to say to ease the tension.

Magnus beats him.

“Go on, shadowhunter. Duty calls.”

Unable to think of anything to say to get that warm look back in Magnus’s eyes, Alec just nods sharply and turns on his heel.

He walks out of the loft and feels a chill down his spine all the way to the Institute.

Annoyed, Alec stumbles into the coffee shop. His hair is dripping and he scowls at the downpour outside before the interior of the shop grabs his attention.

It’s warm and inviting, downright cozy really, and as Alec walks towards the counter, he wonders how he’d never found this place before.

It was on his way home, after all.

So busy staring at the menu, Alec doesn’t notice the barista eyeing him from behind the espresso machine, idly cleaning. Alec jumps when he calls out, “How can I help you today, darling?”

Looking over, Alec’s struck with the man’s good lucks. His brown eyes are friendly and a little flirty and Alec blames that for why he becomes so tongue tied.

Raising a brow, the employee lets him struggle for a moment before smoothly interrupting. “You look like something the cat dragged in during a monsoon. Didn’t you know it was supposed to storm all day?”

Sighing heavily, Alec relaxes against the counter. The barista mirrors him as his expression shifts into bemusement. “I was running late this morning and didn’t have time to look at the weather,” Alec explains sheepishly. “I’m hoping I can spend a little while here and warm up.”

“You’ve come to the right place, then. What can I get you?”

Alec orders a cappuccino but when he pulls out his wallet, he’s waved away.

“Don’t worry about it, darling.” The man winks. “My treat.”

Biting his lip, unsure, Alec finally offers, “Well, I suppose it’s only fair if I get the name of the man who’s treating me to coffee. That’s damn near third base for me.”

He’s delighted to hear the man’s laugh as he starts foaming the milk. “My name is Magnus and I’m the owner of this little establishment. What’s your name?”

“Alec.”

Smiling at the machine, Magnus focuses on the task at hand before he throws out, “Take a seat, Alec, and I’ll bring your coffee to you.”

They both look out into mostly empty coffee shop before Magnus dryly tacks on, “I’m sure you can find a place.”

Looking at his watch, Alec sees it’s that weird time of the afternoon when dinner is nearer than lunch but still too far away to linger. He picks a seat by the window and people watches. There are a considerable number of unlucky bastards like him who have caught themselves out in the storm and he grumbles in sympathy as he sees a woman run into a puddle wearing heels.

“Here you go, Alec. If you need anything else, just let me know.”

Magnus is by his elbow for a brief moment to set down his coffee but he retreats without a backwards glance, gone before Alec has time to look away from the window.

He calls out a thanks, nonetheless, and brings the cup up to his lips to blow across its surface. He spends an hour like that, watching the rain and the people.

Magnus stays busy behind the counter and it’s not as awkward as Alec might have thought, to be the only person here. A few people wander in and order something before immediately leaving after they get their coffee but mostly, it’s just him and Magnus.

As the sun starts to set on the horizon, Magnus comes back over with a to-go cup in his hand.

Alec looks up at him quizzically. “I didn’t order this.”

Smiling, Magnus’s free hand comes up to run along the cuff in his ear. “I thought you might be near empty and you don’t strike me as the type of person to cut caffeine from their diet before dark.”

Alec frowns a little and reaches resolutely for his wallet, only to still when Magnus’s hand comes up to cover his. “On the house,” the barista says quietly and flashes a last smile before taking a step back and turning towards the counter.

Watching him leave, Alec can’t help his own smile at such generosity. Taking that as a sign that he should probably start towards home, Alec stands and grabs his to go coffee.

He waves cheerfully at Magnus on his way out and is glad when the man in question waves back in a gesture just as unexpectedly awkward yet endearing.

The rain has stopped and the sun has just started peaking out from behind grey clouds as Alec strolls down the still-empty streets.

He’s almost to his apartment when he hazards a look down and sees writing on the cup.

Stopping in the middle of the sidewalk he sees a phone number and a little message.

How about another drink sometime. Your treat?

Alec grins and before he quite knows what he’s doing, he’s taking his phone out and entering a new contact.

He manages to wait until he’s inside his place before he can’t take it anymore. The barista was cute and kind and anyone who can brew a cup of coffee as good as the one Alec had this afternoon has to be damn near perfect for him.

With all of his thoughts revolving around yes, Alec texts Magnus. He has a good feeling about this.

It’s an innocuous enough start for a story that never ends.

#lover of mine #malec fic #my writing

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salesforcepartner · 5 years ago

Text

Salesforce Job Trends for 2020

What’s the most in-demand Salesforce role in 2020? Which role carries the highest average salary? Do you know the technologies you should learn to maximize career opportunities? As Salesforce continues to grow as a technology, the demand for implementations and product upgrades around the world increases in turn, but the talent market doesn’t necessarily grow at the same rate. Go Here If You Are Looking For Salesforce Implementation Partners

“Whatfix"

This means there’s currently a deficit of Salesforce professionals in the ecosystem, making it more important than ever to have a laser focus on where you’re taking your career—if you play it right, you could become a specialist in an in-demand technology or a niche industry, where salaries are high and opportunities are plenty.Using insights from our latest independent Salesforce market survey, I’m going to explore what you can do to stay ahead of the curve in 2020, and make yourself a superstar candidate whether you’re at the beginning of your career or are a seasoned Salesforce Trailblazer. First, let’s look at understanding where you fit into the ecosystem.

Understanding Where You Fit in the Ecosystem

Gauge your position in the ecosystem by benchmarking yourself against the industry average. We surveyed over 2,500 people in our 2019/20 Mason Frank salary survey and were able to build a profile on the typical Salesforce professional in 2020, who is:

Working permanent, full-time: 88% of respondents reported working on a permanent, full-time basis, compared to 11% who were working freelance/contract. The remainder were either working part-time, or currently unemployed. For a Salesforce Customer: over half (54%) of those who took part are working for an end user organization, while 38% reported working for a partner or consultancy. The remainder either worked for ISVs (4%) or were employed by the vendor itself. In the IT services industry: a clear majority of survey participants (42%) across both partners and end users reported working in the IT industry, followed by sales (11%), finance (7%), project management (6%), and marketing (6%). As a Salesforce Admin: Salesforce Administrator was the clear front-runner for the most popular job in an end user organization. This may come as no surprise given Admins tend to be sole Salesforce users in small-medium businesses, and many enterprises utilize teams of admins to chip away at their backlog.

And has been in the role for 1–2 years: over half of all respondents (55%) had been in their current position between one and two years, but generally Salesforce professionals tend to spend an average of three years in each role across their career.

Top Job Roles by Organization Type

The most popular position in a Salesforce customer organization won’t reflect that of a Salesforce partner, of course. Technical and functional consultants were far more prominent in partner organizations, where professionals are expected to have a more well-rounded view of Salesforce technology, so they can go out there and steer the overall direction of client projects, as well as work on an executive level.

Likewise, there were far more technical and solution architects working for Salesforce partners. This is typical of what we find when working with candidates—not many architects work full-time in-house, unless it’s a business transformation project, as this is where end users would lean on partners and contractors. Interestingly, Salesforce Developer was the second most popular job role across both partner and end user organizations, and was the most popular role above all in ISV organizations. It’s interesting to see such a large makeup of developers, especially considering that only 10% of certified professionals held the Platform Developer II credential.

Which Job Roles and Technologies are in High Demand?

Salesforce Partners predicted Lightning to be the product most in demand by clients in the coming year. Anyone who’s worked on a Lightning implementation has the advantage.Marketing Cloud is also predicted to be popular among clients, and with this being quite a specialist bit of tech to use, is a good option for a Salesforce Admin with a marketing background to find a specialism. With two brand new Salesforce CPQ products*, there’s a natural gap in the market for CPQ specialists. Anyone who’s ever worked in the manufacturing or retail industry might find this to be a good natural progression. (*Manufacturing Cloud and Consumer Goods Cloud, which we will come back to later).

The Most Important Factor

The good news is that as a Salesforce professional you’re already in high demand. That’s not to say you’ll be a high roller from day one—according to survey respondents, the most valuable thing a professional can have is years of experience working with Salesforce technology. While you can certainly race through Trailhead modules and even blag your Admin Certification with the right training and a lot of coffee, 86% of respondents considered years of experience the most important factor impacting earning potential, compared to just 62% who felt that way about Salesforce certifications. A year of commercial experience using Salesforce is generally enough to make you a commodity.

How to Get Salesforce Experience

Don’t have any experience yet? Don’t worry! Something we’re recommending to our candidate base in 2020 is to reach out to their local network of non-profit organizations to offer assistance with their CRM. Charities very rarely have the resources or get the funding to help with things like their CRM, which aren’t considered as ‘sexy’ as maybe a new website or a clever marketing campaign, so they could be grateful for your assistance.

Some will be using a legacy system or even just a fancy spreadsheet, but if they’re open to product adoption, Salesforce offers a brilliant package for non-profits. Not only will the non-profit success pack (NPSP) give charities access to Salesforce’s market-leading CRM technology, but they’ll also get ten free licenses for Sales and Service Cloud Enterprise Edition. Even if they aren’t looking to adopt a new product, you’d be surprised how many charities are just one efficient data project away from transforming the way they interact with donors and beneficiaries, and this is all great experience for your portfolio.

Which Products are Worth Getting Experience In

Sales Cloud

It makes sense to get as much experience using Sales Cloud as possible, given this is consistently named the most used Salesforce product (and is the #1 CRM product in the world). From our survey respondents, 83% reported that they’ve used Sales Cloud, with the majority using it as the primary Salesforce product in their business.

Marketing Cloud

While having Sales Cloud experience will open you up to working with the majority of businesses using Salesforce, on the flip side, having experience using niche products will make you more valuable in those circles. For example, we’ve been waiting to see Marketing Cloud blow up for the last few years, but still, only 33% of respondents to our survey reported using it. Following Salesforce’s MuleSoft acquisition, however, making it easier than ever to use all feasible types of customer data for marketing purposes, it could be the time to commit to learning Marketing Cloud before it goes from a sleeping giant to a hungry beast.

Service Cloud

Service Cloud is a similar story, only not as dramatic. Einstein Voice is set to change the game for contact centers around the world by using real-time conversation sentiment analysis to suggest suitable outcomes to agents. As it integrates comfortably with Service Cloud, this could be a game-changer within the customer service industry – in fact, 64% of respondents use Service Cloud, so there is definitely opportunity here if you’re leaning more towards this technology.

CPQ, Manufacturing Cloud and Consumer Goods Cloud

This is not to mention the release of two brand new Salesforce CPQ products, Manufacturing Cloud and Consumer Goods Cloud, which are upgraded, refined, industry-specific versions of Salesforce’s existing CPQ solutions. Given that only 22% of respondents reported proficiency using Salesforce CPQ, holding experience like this will make you a rare find as a candidate and add to your earning potential.

Customer Data Platform and Analytics

When asked whether Salesforce’s acquisition of integration specialist MuleSoft and enterprise data giant Tableau would make them likely to use Salesforce’s Customer Data Platform (CDP), 41% of Salesforce customers said they would be looking to use it. Over a third of respondents would actually be more likely to integrate all of their products with Salesforce to take advantage of the tool. Having the ability to go into a business on a contract and configure Salesforce CDP could be a brilliant way to make yourself a valuable commodity to enterprise clients. By association, Einstein Analytics would be another strong string to your bow, with a fifth of survey respondents using it and 32% of those who don’t currently are considering it in future.

#salesforce #salesforceimplementationpartners #salesforceimplementationservices #salesforceimplementation #salesforcecpqimplementationpartners #salesforcecpqimplementation #salesforceservices #salesforcepartners #salesforcepartner

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nalamvineeth-blog · 6 years ago

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Data Science Courses In Bangalore

ExcelR offers Data Science course in Bangalore, the most careful Data Science course in the market, covering the all out Data Science lifecycle thoughts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the response for the customer. Capacities and mechanical assemblies ranging from Statistical Analysis, Text Mining, Regression Modeling, Hypothesis Testing, Predictive Analytics, Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modeling, R Studio, XLMiner, Tableau, Spark, Hadoop, Minitab, programming vernaculars like R programming, Python are verified comprehensively as a part of this Data Science training. ExcelR is considered as the best Data Science training institute in Bangalore which offers administrations from training to circumstance as a part of the Data Science training program with over 400+ individuals put in various multinational associations including E&Y, Panasonic, Accenture, VMWare, Infosys, IBM, etc. ExcelR gives the best Data Science training in Bangalore and saw as the best in the industry.

Why One Should Take The Data Science Course?

Is Data Science accreditation being worth pursuing as a calling?

The suitable reaction is a noteworthy YES for load reasons. Digitalization over the domains is creating enormous measures of data and the interest for the Data Science specialists who can evaluate and isolate meaningful insights is increasing and creating an immense number of occupations in the space of Data Science. There is a gigantic void between the interest and supply and along these lines creating adequate openings for work and pay rates. Data Scientists are seen as the most astounding in the movement promote. Data Scientist business way is enduring and rewarding as the data age is increasing essentially and the necessity for the Data Science specialists will increase interminably.

1.4 Lakh occupations are vacant in Data Science, Artificial Intelligence and Big Data employments according to NASSCOM

The world will see a shortage of 2.3 Lakh Data Science specialists by 2021

The Demand for Data Scientist specialists has increased by 417% in the year 2018, in India, according to the Talent Supply Index

Data Science is the best work to look for in the wake of according to Glassdoor 2018 rankings

Harvard Business Review communicated that 'Data Scientist is the most smoking action of the 21st century'

You May Question If Data Science Certification Is Worth It?

The suitable reaction is yes. Data Science/Analytics creating pack occupations in all of the domains over the globe. Business affiliations comprehended the advantage of analyzing the recorded data in solicitation to choose informed decisions and improve their business. Digitalization in all of the walks around the business is helping them to make the data and enabling the examination of the data. This is helping to make stack data science/investigation openings for work in this space. The void between the interest and supply for the Data Scientists is gigantic and accordingly the pay pertaining to Data Science are wild and seen as the best in the industry. Data Scientist calling way is long and rewarding as the period of online data is endless and growing later on.

Why ExcelR Is The Best Data Science Training Institute In Bangalore?

ExcelR offers the best Data Science affirmation online training in Bangalore nearby examination corridor and independently directed e-learning confirmation courses. The all out Data Science course nuances can be found in our course inspiration on this page.

Who Should Do The Data Science Course?

Specialists who can consider Data Science course as a next genuine move to overhaul in their callings include:

Capable from any domain who has intelligent, logical and precise aptitudes

Specialists working on Business intelligence, Data Warehousing and reporting gadgets

Experts, Economists, Mathematicians

Programming designers

Business examiners

Six Sigma specialists

Fresher from any stream with incredible Analytical and genuine aptitudes

#data science #data science course #data science courses in bangalore

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sruthypm · 3 months ago

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Unlock Your Future with Techmindz’s Data Analytics Program in Kochi

In today’s data-driven world, the ability to interpret and use data effectively has become one of the most sought-after skills across industries. Whether you’re a recent graduate or a working professional looking to upskill, Techmindz offers a comprehensive Data Analytics Program in Kochi designed to help you stay ahead of the curve.

Why Choose Techmindz?

Located in the heart of Infopark, Kochi, Techmindz stands out as one of Kerala’s leading IT training institutions. Backed by industry experts and real-time project exposure, Techmindz ensures that students receive both theoretical knowledge and practical hands-on experience.

What Makes Our Data Analytics Program Unique?

Industry-Relevant Curriculum: Learn tools like Python, SQL, Excel, Power BI, and Tableau.

Expert Trainers: Classes led by professionals with real-world analytics experience.

Live Projects & Case Studies: Work on real datasets and solve business problems.

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Who Can Join?

The Data Analytics Program in Kochi is suitable for:

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Career Opportunities After the Course

After completing the program, students can apply for roles such as:

Data Analyst

Business Intelligence Analyst

Data Visualization Specialist

Junior Data Scientist

Join the Future of Analytics with Techmindz

Don’t miss the chance to join one of the most promising career fields. Enroll in the Data Analytics Program in Kochi with Techmindz and take the first step toward a data-powered future.

#techmindz #data analyst training #data analytics

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thebestdataanalyticscourses · 2 years ago

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What are the best data analytics courses?

In today's data- driven folks, the capability to dissect and decide perceptivity from vast quantities of information is a largely sought- after skill. Whether you are a freshman looking to dive into the instigative field of data analytics or an educated professional aiming to upskill, chancing the stylish data analytics courses is essential to boost your career.

Introductions that have been involved in the data analysis process include data mining, operation, statistics, and donation of data. The very first step is extracting the data from various sources like huge databases, textbooks, detector data, etc. Using the concept of ETL (extract, transform, load), raw data is converted into a manageable format. This process is called data mining and is the most crucial step in the channel. Data warehousing or operation is the next step in the analysis that implements the databases by deriving.

To embark on this informational trip, I have curated a collection of top- notch data analytics courses that offer unique perspectives, interactive literacy gests, and comprehensive knowledge.

Data analytics:

Data analytics can help small businesses in several ways. By understanding data analytics, businesses can make better opinions about where to allocate their coffers and how to price their products or services. also, data analytics can help businesses identify trends and understand their client base. Data analytics software can track and dissect data, allowing you to produce practicable reports and dashboards. However, read our companion to the stylish data analytics tools and software available moment if you ’re looking for a dependable result.

Let's explore these courses together and discover which bones reverberate with your literacy style and pretensions. Data analytics is the part of a data critic to find patterns in the information present to Ameliorate performance and effectiveness. They also need to work through a complete analysis of the channel of data. Which means there can be multitudinous ways to dissect data. These are the top online courses for data analysis. 1. Data Analytics with R and Excel

As a data analyst, Excel is a powerful tool that can help you organize, analyze, and visualize data. Here are some key skills and techniques you can use in Excel for data analysis: Excel provides various functions and tools to clean and transform your data. You can use functions like TRIM, CLEAN, and SUBSTITUTE to remove extra spaces, and special characters, or replace text. Tools like data filters and conditional formatting can help you identify and handle missing or inconsistent data.

2. Big Data Analysis with Python

Community Support Python has a large and active community that supports and contributes to the development of colourful data wisdom libraries and tools. This community has produced numerous useful libraries, including Pandas, NumPy, matplotlib, and SciPy, which are extensively used in data science.

3. Python for data analytics

Thanks to Python's focus on simplicity and readability, it boasts a gradational and low literacy wind. This ease of literacy makes Python an ideal tool for neophyte programmers. Python offers programmers the advantage of using smaller lines of law to perform tasks than is demanded when using aged languages. In other words, you spend further time playing and lower time working law.

4. Business Analytics specialization with Tableau

A powerful BI tool, Tableau is the second most popular one from our survey. It helps extract and gather data stored in multiple locations and comes with an intuitive drag-and-drop interface. Tableau makes data across departments readily available for data engineers and managers to create useful dashboards.

Conclusion:

Data analyst boot camps are suitable for individuals who want to kick-start their careers in data analysis or professionals seeking to upskill and transition into a data-related role. By providing a condensed and focused learning experience, boot camps aim to prepare participants for entry-level data analyst positions or provide them with a strong foundation to pursue further studies or certifications in the field of data analytics. Excel provides built-in data analysis tools, such as regression analysis, descriptive statistics, and goal-seeking. These tools can help you perform advanced analysis, such as identifying trends, finding correlations, forecasting, and performing what-if scenarios.

Here's how you can get started!

#Data analytics #Business Analytics #Tableau #Python for data analytics #Big Data Analysis #R and Excel

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edatascience · 2 years ago

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Data Science Certificates that is Low Cost

Before we look at the Certifications, we look at What is Data Science, Data Mining, Data Analysis.

What is Data Science and Data Mining?

What is CRISP DM? For Data Mining process, we usually use CRISP DM data mining process:

Based on: https://www.datascience-pm.com/crisp-dm-2/

Data Mining process steps includes Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment.

- Business Understanding step - we need to understand the business and establish the question we need to answer for the data mining

- Data Understanding step - we need to understand the data. We can use statistics such as descriptive, regression analysis to understand the data.

- Data Preparation step - it is the cleaning of the data and we can remove duplicates here.

- Modeling step - we create clustering models, prediction models, classification models.

- Evaluation step - we evaluate which models is more accurate and select.

- Deployment steps - we can create data products.

For Data Science, at the Deployment steps, we create data products for businesses. We can create softwares that predicts something. In the table, the goal is to build data products for a business.

For Data Mining, at the Deployment steps, we create reports or PowerPoints slides on our results. In the table, the goal is to extracting important information.

Read More on CRISP DM: http://edatascience.great-site.net/2023/03/08/what-is-crisp-dm/

Data Analysis Process

What is Data Analysis Process? The following is the summary of Data Analysis process:

Identify - You need to identify why you need data analysis in the first place?

Collect - As the name suggest, this is the step you collect data.

Analyse - To analyze data, you can use descriptive statistics (mean, median, …), inferential statistics, data visualizations (charts) to analyze the data.

Interpret - It is time to interpret your results. Write report.

Read more: http://edatascience.great-site.net/2023/03/09/what-is-data-analysis-process/

Coursera and IBM Professional Certificate in Data Science (Python, SQL)

The author also have this certificate. This programme has 9 courses that will provide you with job ready skills, including open source tools, Python, SQL, data visualization, data analysis, statistic, predictive modeling, and machine learning. You will learn data science through hands-on practice. Upon completion of these courses, you will have built a portfolio to provide you with confidence to go into data science. In addition to earning a professional certificate, you will receive a digital badge from IBM. The courses are ACE® recommended, you can earn 12 college credits and the credits can transfer to your University, which is up to your University to approve.

https://www.coursera.org/professional-certificates/ibm-data-science

Coursera and IBM Professional Certificate Data Analysis

This professional certificate does not require prior programming skills, and is suitable for learners without degrees. Upon successful completion of this program, you will be able to analyze real world datasets, create interactive dashboards, present reports. It will give you the confidence and the portfolio to start a career as junior data analyst. This program is ACE® recommended - you can earn 12 college credits and the credits can transfer to your University, which is up to your University to approve.

Many university does not teach Microsoft Excel for Data Science, hence, this programme is good if you want to know more about Excel.

https://www.coursera.org/professional-certificates/ibm-data-analyst

Coursera and Google Professional Certificate in Data Analytics (Spreadsheets, SQL, Tableau, R)

Data Analysis has Identify, Collect, Clean, Analyze, Intepret. This programme has eight courses - Foundations: Data, Data Everywhere course, Ask Question to make Data Decision course (Identify), Prepare Data for Exploration course (Collect, Clean), Process Data from Dirty to Clean course (Clean), Analyze Data to Answer Question (Analyze), Share Data Through the Art of Visualization (Analyze), Data Analysis with R Programming, Google Data Analytics Capstone. You will learn from Google Employees and you can complete the certificate in less than 6 months. The certificate will prepare you for jobs that includes junior data analyst, data adminsitrator and more. Upon completion of the certificate, you can directly apply for jobs with Google, and over 150 US employers.

According to Google, 75% of Google Career Certificate Graduates in the United States report an improvement in their career trajectory (e.g. new job or career, promotion or raise) within 6 months of certificate completion²

https://www.coursera.org/professional-certificates/google-data-analytics

EdX and Harvard University Professional Certificate in Data Science (R Programming)

When we say case studies, we are studying MBA degree. Read more:

https://www.onlinemanipal.com/blogs/mba-case-studies This programme uses case study. In each course, Harvard University use motivating case studies, ask specific questions, and learn by answering these through data analysis. Case Studies include Trends in World Health and Economics, US Crime Rates, The Financial Crisis of 2007 to 2008, Election Forecasting.

The HarvardX Data Science program prepares you with necessary knowledge and skills to tackle real world challenges. The program consists of probability, inference, regression, machine learning, and R programming. Data wrangling with dplyr, data visualization with ggplot2, version control with GitHub, reproducible document preparation with RStudio.

Read More on dplyr, ggplot2: http://edatascience.great-site.net/2023/03/12/what-are-they-dplyr-ggplot2-caret-rmarkdown-r-libraries/

https://www.edx.org/professional-certificate/harvardx-data-science

EdX and Harvard University Professional Certificate in Learn Python for Data Science (Python)

This professional Certificate has three courses – CS50’s Introduction to Programming with Python course, Fat Chance: Probability form the Ground Up course, Introduction to Data Science with Python course. This profession Certificate focuses on hands-on learning, and each course will build upon each other, preparing you to solve complex challenges using data analysis. No Prior programming experience is required. Taught by experts in the field, you will learn the foundations of Python and statistics before moving to more advanced Python for machine learning and AI. You will use libraries such as Pandas, numPy, matplotlib, and SKLearn.

Read more on Pandas, matplotlib, sklearn: http://edatascience.great-site.net/2023/03/12/92/

https://www.edx.org/professional-certificate/harvardx-learning-python-for-data-science

EdX and Rochester Institute of Technology Professional Certificate in Data Analysis for Decision Making (Excel, Tableau)

This programme has three courses - Data Literacy Foundations course, Data Processing and Analysis with Excel course, and Data Representation and Visualization in Tableau course. Data Literacy Foundations course teaches about leader in data driven decision making. Data Processing and Analysis with Data course teaches Microsoft Excel to organize and clean data so that it can be analyzed. Data Representation and Visualization in Tableau course teaches Tableau to explore data and discovers insights.

Many university does not teach Microsoft Excel for Data Science, hence, this programme is good if you want to know more about Excel and Tableau.

https://www.edx.org/professional-certificate/ritx-data-analysis-for-decision-making

SVBook Certified Data Miner using Python

SVBook Certified Data Miner using Python are given to people who have completed the following courses:

- Create Your Calculator: Learn Python Programming Basics Fast (Python Basics)

- Applied Statistics using Python with Data Processing (Data Understanding and Data Preparation)

- Advanced Data Visualizations using Python with Data Processing (Data Understanding and Data Preparation)

- Machine Learning with Python (Modeling and Evaluation)

and passed a 50 questions. The four courses are created to help learner understand about Python programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with seaborn, and Plotly interactive charts ) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model. Learner will be able

http://emhacademy.great-site.net/?i=1

SVBook Certified Data Miner using R

SVBook Certified Data Miner using R are given to people who have completed the following courses:

- Create Your Calculator: Learn R Programming Basics Fast (R Basics)

- Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)

- Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation)

- Machine Learning with R (Modeling and Evaluation)

and passed a 50 questions Exam. The four courses are created to help learner understand about R programming basics, then applied statistics (descriptive, inferential, regression analysis) and data visualizations (bar chart, pie chart, boxplot, scatterplot matrix, advanced visualizations with ggplot2) with data processing basics to understand more about the the data understanding and data preparation stage of IBM CRISP DM model. Learner will then learn about machine learning and confusion matrix, which is the modeling and evaluation stages of the IBM CRISP DM model. Learner will be able to do data mining project after learning the courses.

http://emhacademy.great-site.net/?i=1

If you want to learn more about data science, you can go to http://svbook.great-site.net/?i=1

SVBook Pte. Ltd. assists people to know What is Data Science, Text Analysis, Text Mining, Text Analytics, AI and Machine Learning, process of data, Data Mining to Insights Process using CRISP DM. Data Mining Process Steps includes Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment.

DSTK.Tech (https://dstk2.sourceforge.io/) creates tools and technologies for Data Science, develops open source tools for data science.

EMHAcademy (http://emhacademy.great-site.net/) offers courses to help people become Certified Data Scientist.

Thanks for readings.

Kind Regards,

Eric Goh

Buy me a cup of coffee：https://www.buymeacoffee.com/gohminghui

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