#Degree in data science

[aaftdigitalmarketing]

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

The choice between data analyst and data scientist can be confusing due to various job titles. This blog aims to clarify the distinctions, offering insights for both data enthusiasts and seasoned professionals. With unprecedented growth in data science and analytics, the debate of Data Scientist vs Data Analyst continues in 2024. We'll explore the intricacies of each role, essential skills, and the job landscape, guiding those considering paths like a BSc in Data Science, MSc in Data Science, or a diploma in data analytics.

Understanding Data Analytics & Data Science

Data analytics is a vital tool for businesses, turning raw data into smart decisions by spotting patterns and insights. On the flip side, data science is an ongoing process that mixes know-how, programming, and math to find valuable insights in big sets of data, using machine learning to predict and adjust to the changing data world.

Key differences between a Data Analyst and a Data Scientist

Job Role Description:

Data Analysts gather and arrange data, studying and sharing insights for smart business decisions. Data Scientists use advanced math and techniques, like machine learning, to find important insights and help businesses make important decisions.

Skills:

Data Analysts use skills like digging into data, using SQL, Tableau, and math. Data Scientists need a wider range, including using Python, R, Hadoop, and advanced machine learning for deep insights from complex data.

Job Responsibilities:

Data Analysts ask questions using SQL, analyze trends with Excel, and make dashboards. Data Scientists do more advanced stuff, using tools like Python and R to explore data, doing fancy math, and making automated processes for smoother work.

Future Career Scope:

Data Analysts can move up to more important roles or advanced analytics and may lead teams, with a chance to switch to Data Scientist roles. Data Scientists can go into research, lead projects, become managers, or even work independently as freelance data consultants.

Qualifications/Education and Experience:

Data Analysts usually need a bachelor's degree and good analysis skills. Data Scientists usually need a master's or Ph.D. in computer science or statistics, along with skills in programming, machine learning, and complex data models.

Data Analyst vs Data Scientist: The Final Decision

Deciding between a data analyst or data scientist depends on your strengths and interests. If you like math, stats, and challenges, and are into advanced applications, data scientists might be for you, often needing higher education in areas like machine learning and big data.

On the flip side, if you enjoy working with data, making predictions, and telling stories, a data analyst role might be a better fit. Data analysts play a vital role in helping businesses grow, understanding customer preferences, and using data for crucial decisions. Your choice depends on whether you want to delve into advanced techniques or make a substantial impact on businesses. Both roles require continuous learning, so consider your strengths, interests, and readiness to embrace new technologies.

Conclusion:

The fields of data science and analytics hold promising opportunities for individuals to contribute significantly to businesses and society. Whether diving into complex data sets as a data scientist or steering data-driven decisions as a data analyst, the choice should align with personal skills and aspirations. Considering a career path, envision the role of a data analyst as a stepping stone to becoming a data scientist. With the continuous growth in data generation by companies, the demand for both roles remains high, reflected in educational programs like BSc in Data Science, MSc in Data Science, and diploma courses in data analytics. Institutions like the AAFT School of Data Science offer comprehensive programs, providing aspiring professionals with the knowledge and skills essential for success in the expanding field of data-driven excellence.

[not-poignant]

Hi Pia.

I want to ask— do you backup your wips? How do you do it?

I know there are things like Cloud and Dropbox but those are practically at the mercy of big corporations and with ai scraping now being the norm it feels risky saving work with online backup.

Do you use a USB instead?

Unfortunately nothing is risk-free these days.

I once saved a story to three different USBs, all different brands, and they all corrupted. Not all at the same time, but they all eventually lost the data. This was over a period of ten years, but of course some people have been relying on USBs etc. for this long now. Same with CDs burnt with data (something we used to do before USBs were cheap).

In fact a new study shows that over half of all external hard drives and USBs over a certain age (I think around 5 years) are already corrupted and often not being checked enough to check if they're still containing/keeping the data necessary. (To say nothing of entire batches of like Seagate and other brands being notorious for literally just...losing data and corrupting at any point in time - which is an issue for actual hard drives within the computer as well).

USBs and external HDs aren't necessarily safer.

In general it's a good idea to back up in three places, though this still isn't enough to guarantee safety. Those three places should be: a) hard copy (i.e. USB or external hard-drive), b) cloud copy (i.e. Dropbox etc.), c) on the machine itself (if it's a desktop). You can sometimes do like, a + a + c or b + b + a etc.

It still doesn't guarantee preservation of data! I think that's the hardest thing about preserving data and back-ups overall.

I have an extra bonus 'back up' in that 99.5% of all my writing is already public. And that a lot of that writing has additionally been snapshotted into the Wayback Machine. If all my methods somehow corrupted or failed, I could literally copy/paste my stories from AO3 back into Word documents (in fact I've actually done this before because I frequently go back in and edit AO3 chapters for typos etc. but don't mirror those changes in the original documents, so sometimes if I want to update a story, I'll copy/paste the AO3 chapter and override the original document).

Anyway, I use Dropbox Business (cloud), hard external copy (though not as often as I should), desktop version, and then also the AO3 version. Dropbox Business has additional data recovery protections that general Dropbox accounts don't.

We are always at the mercy of big corporations, anon. Big corporations make USBs. They make faulty external hard-drives that we sometimes mistakenly trust. Like no, they're not scraping for AI the same way, but I no longer believe - unfortunately - that this is truly preventable. Short of going a grassroots Linux direction, which...I can't, lol.

(This is a reminder to all writers: Back-up your writing! The beginning of the year is a good time to remember to do it, if you're not doing it every 3 months).

(And also, check all your USB/external hard drives! And make sure they're not your only source for that content, because you would not believe how much they degrade over time.)

If I ever needed a 5th option, I host my own domain and have done so through the same company for over 10 years with very high fidelity, and I would just dump it all into a database there so I could pull it back if necessary. That's not ideal (it's probably the easiest way I could be hacked because I check into the cpanel the least often), but it's doable.

But yeah I've been Dropbox Business for a long time. I don't like everything about them, but I trust them a lot more than Microsoft OneDrive (which I refuse to use) and many other cloud networks.

As for AI scraping, since 99.5% of my stuff is on AO3, it's already been scraped, and it's delusional of me to think it hasn't been. I have already had the majority of my art scraped into Midjourney, so sadly I've reached a level of disgusted acceptance that the gormless unethical billionaires of the world will just do what they want. If it has an internet connection to it, it's probably been scraped or will be scraped and putting something on a USB isn't going to stop that, because it needs to come off a USB if I want to work on an ongoing story.

[aeolianblues]

I'm not an extrovert. At all. In everyday life, I'm a yapper, sure, but I need someone to first assure me I am okay to yap, so I don't start conversations, even when I really want to join in sometimes! It's just the social anxiety acting up. God knows where from and why I lose a lot of my inhibitions when it comes to talking to people about music. I don't know where the confidence has suddenly sprung from. I've made a crazy amount of friends in musical circles, either just talking to people about common music or (since it is after all in music circles) talking to bands about their own music. I let out a sigh of relief any time an interaction goes well, because in truth it's going against my every instinct. I wish I could do that in everyday life

[dudeinthestacks]

Deleted the apps and went back to school.

[wickedhawtwexler]

good news: it's Interview Week™

bad news: interviews :(

[daedrabela]

people should have to take a computer literacy test before they get hired

[education43]

What Are the Qualifications for a Data Scientist?

In today's data-driven world, the role of a data scientist has become one of the most coveted career paths. With businesses relying on data for decision-making, understanding customer behavior, and improving products, the demand for skilled professionals who can analyze, interpret, and extract value from data is at an all-time high. If you're wondering what qualifications are needed to become a successful data scientist, how DataCouncil can help you get there, and why a data science course in Pune is a great option, this blog has the answers.

The Key Qualifications for a Data Scientist

To succeed as a data scientist, a mix of technical skills, education, and hands-on experience is essential. Here are the core qualifications required:

1. Educational Background

A strong foundation in mathematics, statistics, or computer science is typically expected. Most data scientists hold at least a bachelor’s degree in one of these fields, with many pursuing higher education such as a master's or a Ph.D. A data science course in Pune with DataCouncil can bridge this gap, offering the academic and practical knowledge required for a strong start in the industry.

2. Proficiency in Programming Languages

Programming is at the heart of data science. You need to be comfortable with languages like Python, R, and SQL, which are widely used for data analysis, machine learning, and database management. A comprehensive data science course in Pune will teach these programming skills from scratch, ensuring you become proficient in coding for data science tasks.

3. Understanding of Machine Learning

Data scientists must have a solid grasp of machine learning techniques and algorithms such as regression, clustering, and decision trees. By enrolling in a DataCouncil course, you'll learn how to implement machine learning models to analyze data and make predictions, an essential qualification for landing a data science job.

4. Data Wrangling Skills

Raw data is often messy and unstructured, and a good data scientist needs to be adept at cleaning and processing data before it can be analyzed. DataCouncil's data science course in Pune includes practical training in tools like Pandas and Numpy for effective data wrangling, helping you develop a strong skill set in this critical area.

5. Statistical Knowledge

Statistical analysis forms the backbone of data science. Knowledge of probability, hypothesis testing, and statistical modeling allows data scientists to draw meaningful insights from data. A structured data science course in Pune offers the theoretical and practical aspects of statistics required to excel.

6. Communication and Data Visualization Skills

Being able to explain your findings in a clear and concise manner is crucial. Data scientists often need to communicate with non-technical stakeholders, making tools like Tableau, Power BI, and Matplotlib essential for creating insightful visualizations. DataCouncil’s data science course in Pune includes modules on data visualization, which can help you present data in a way that’s easy to understand.

7. Domain Knowledge

Apart from technical skills, understanding the industry you work in is a major asset. Whether it’s healthcare, finance, or e-commerce, knowing how data applies within your industry will set you apart from the competition. DataCouncil's data science course in Pune is designed to offer case studies from multiple industries, helping students gain domain-specific insights.

Why Choose DataCouncil for a Data Science Course in Pune?

If you're looking to build a successful career as a data scientist, enrolling in a data science course in Pune with DataCouncil can be your first step toward reaching your goals. Here’s why DataCouncil is the ideal choice:

Comprehensive Curriculum: The course covers everything from the basics of data science to advanced machine learning techniques.

Hands-On Projects: You'll work on real-world projects that mimic the challenges faced by data scientists in various industries.

Experienced Faculty: Learn from industry professionals who have years of experience in data science and analytics.

100% Placement Support: DataCouncil provides job assistance to help you land a data science job in Pune or anywhere else, making it a great investment in your future.

Flexible Learning Options: With both weekday and weekend batches, DataCouncil ensures that you can learn at your own pace without compromising your current commitments.

Conclusion

Becoming a data scientist requires a combination of technical expertise, analytical skills, and industry knowledge. By enrolling in a data science course in Pune with DataCouncil, you can gain all the qualifications you need to thrive in this exciting field. Whether you're a fresher looking to start your career or a professional wanting to upskill, this course will equip you with the knowledge, skills, and practical experience to succeed as a data scientist.

Explore DataCouncil’s offerings today and take the first step toward unlocking a rewarding career in data science! Looking for the best data science course in Pune? DataCouncil offers comprehensive data science classes in Pune, designed to equip you with the skills to excel in this booming field. Our data science course in Pune covers everything from data analysis to machine learning, with competitive data science course fees in Pune. We provide job-oriented programs, making us the best institute for data science in Pune with placement support. Explore online data science training in Pune and take your career to new heights!

[putnamspuppeteer]

I recently compiled a list of every band on the Metal Archives, along with all of their members, and made a script to play Six Degrees of Kevin Bacon with the data.

Things I have found out.

The most popular name for a metal band is "Nemesis"

The most popular two-word name for a metal band is "Rigor Mortis"

The band name worth the most words in it is "Paladins of the Golden Power Fights with the Great Sword of Eternal Magic and the Great Kings Will"

A little over 115,000 out of the roughly 177,000 bands on Metal Archives can be connected to one another when you consider which bands share which musicians (either as part of lineups on albums or in live performances).

The furthest distance I've seen between two bands is between Final Stage, a melodic death metal band from Vietnam, and Sentir, a metal band from Argentina. The list of the connections needed to link the two is in the image above.

[bigleapblog]

Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.

Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.

Why Choose B.Tech in Computer Science and Engineering?

Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.

At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.

The Role of Computer Science Engineering Colleges in Career Development

The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.

The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.

Highlights of the B.Tech in Computer Science and Engineering Program at SCOE

Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.

Industry-Relevant Learning: SCOE’s focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.

State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institution’s infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.

Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.

Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the college’s commitment to student success.

Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in today’s competitive job market.

What Makes SCOE Stand Out?

With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:

Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The faculty’s approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.

Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.

Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.

Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.

Career Opportunities After B.Tech in Computer Science and Engineering from SCOE

Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:

Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.

Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.

AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOE’s curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.

System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.

Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organization’s digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.

Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice

Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.

Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.

If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOE—a college where your future takes shape.

[quartzskies]

im in the process of learning R, and i was wondering if there’s anything else i should try to familiarize myself with in preparation for finishing my bachelors / a career in STEM in general. like, any specific coding languages / programs, specific software, etc?

i know i want to get further education past my bachelors - whether that’s a masters or phd or whatever - but that’ll definitely be further in the future. I’d just like to get a head start on things if i can

[cleargreyskies]

Despairing a little about the state of my master's thesis. It could have been so good if I hadn't stopped caring. I keep losing interest when it is one of my favourite topics and one I chose a year in advance. More guidance would have helped me a lot. Someone who showed they cared and would have made me work on it, too. (I am so bad at doing things if there is no extrinsic motivation. Sometimes I feel lost like a dog that needs a task and attention.) And a better work ethic. A better research question. The thesis feels so random, and I am not qualified for the discussion. Two weeks left, the most important intellectual part still missing. I hate this. One paper in your time studying has to be your worst, but why does it have to be the final one?

[anthonycrowley]

people on my graph post: good work on this op 👍

me: yeah i fucking hope so

[https-furina]

MIKA POPPED OFF ⸜(｡˃ ᵕ ˂ )⸝♡

MWAH KISSES YOU PERFECT BEAN

[6ebe]

no one in my family reps my humanities degree 😞

[jennaflare]

i really thought the society & sustainability class would be my fave this quarter but NAY. map city baby.

[whovianwholikesgirls]

Hotch: There are lots of ways that sons defeat their fathers The Husband: I just keep getting PHDs

Besties My Husband has 3 PHDs and I might fuck around and get 2 masters lmao @anything-thats-rock-and-roll @penelopegarciaswife @thebewingedjewelcat @octaviaember @residentdormouse