#Machine Learning Full Course

[hackeocafe]

AI Fundamentals Explained! Machine Learning Full Course | Stanford Online (CS229)- Andrew Ng (Pt 2)

Andrew Ng’s renowned Machine Learning University Course continues to gain significance as the profound impact of machine learning becomes increasingly evident in modern applications. What sets this course apart is Ng’s ability to break down complex concepts with clarity and precision, enabling learners to grasp fundamental ideas intuitively. His structured and insightful teaching approach makes advanced topics accessible, ensuring both depth and clarity in learning. Recognizing the course’s enduring value, we have made this material available to provide broader access to this exceptional educational resource. We extend our sincere gratitude to Andrew Ng and the Stanford School of Engineering for their remarkable contribution to the field. This marks the second installment of a distinguished three-part series, meticulously curated to offer a rigorous and structured learning experience. We invite you to support Andrew Ng and the Stanford School of Engineering by exploring the links below.

[kannanp]

Full Stack Development Course in Coimbatore – Skyappz Academy

Looking for the best Full Stack Development Course in Coimbatore? Skyappz Academy offers industry-leading training designed to help you master both front-end and back-end development. Our Full Stack Development Course in Coimbatore is tailored for beginners, professionals, and students who want to build a successful career in web development.

Visit Now: Full Stack Developer Training with Certification - Skyappz Academy

[questacademy]

QIS Academy is the best software training institute in Kochi, offering industry-standard courses and assured placements. https://www.qisacademy.com/course/advanced-diploma-in-data-science-ml-ai

[nitinrajput2922]

How To Get A Machine Learning Certification Course Online?

For Quick Enquiry: Click Here

Introduction: Embarking on the Journey to a Machine Learning Certification Course Online

In today's tech-driven world, Machine Learning (ML) has become a game-changer. Whether it's self-driving cars, personalized recommendations, or even your phone's voice assistant, ML is behind it all. Naturally, the demand for professionals skilled in this domain is skyrocketing. For those aiming to break into this field, obtaining a certification is a crucial first step. This is where a comprehensive AI Intelligence Course in Noida can come into play, offering the knowledge and credentials needed to stand out in a competitive job market.

Finding the right online course to get certified in ML can be overwhelming. With so many options out there, how do you choose the one that suits your goals? Do you go for a short-term course or a more intensive one? And what about the credibility of the certification? These are the questions that often swirl in the minds of aspiring ML professionals. Fear not! This blog will guide you through the essential steps to getting a machine learning certification online, making sure you don't get lost in the sea of choices.

In this guide, we will explore how to select the best online Artificial Intelligence Institute In Delhi, understand the prerequisites, and ensure that you gain the right skills to excel in the ML field. If you're looking to jump-start your ML career from the comfort of your home, read on to find out how you can achieve your certification goals efficiently and effectively.

Choosing the Right Machine Learning Certification Course

1. Understanding the Different Types of Machine Learning Courses Available Online

The first step in obtaining a machine learning certification is understanding the different types of courses available online. Machine learning courses can range from beginner to advanced levels, and they often focus on various aspects of ML, such as supervised learning, unsupervised learning, or deep learning.

It's essential to assess your current skill level before enrolling in a course. If you're just starting, look for courses that offer a solid foundation in the basics of machine learning. These introductory courses typically cover essential topics such as linear regression, classification algorithms, and data preprocessing. On the other hand, if you already have some experience, you might want to consider more specialized courses that delve into advanced topics like neural networks or reinforcement learning.

For those aiming to find the best courses, searching for an Artificial Intelligence And Machine Learning Course in Noida online can lead you to well-structured programs tailored to different skill levels. Just like how you wouldn’t dive into deep waters without learning to swim first, starting with the right course level will ensure you build a strong foundation before tackling more complex concepts.

2. Evaluating Course Content, Structure, and Certification Credibility

Once you have a clear understanding of the types of courses available, the next step is to evaluate the course content, structure, and credibility of the certification. A good machine learning certification course should offer a well-rounded curriculum that covers both theoretical concepts and practical applications.

Look for courses that include hands-on projects, case studies, and real-world examples. These elements not only make learning more engaging but also provide practical experience that can be invaluable when applying for jobs. Additionally, ensure that the course offers a recognized certification upon completion. Certification from reputable platforms like Coursera, edX, or Google can add significant value to your resume.

Finding an Artificial Intelligence Institute In Delhi that offers a balance between theory and practice is key to getting the most out of your learning experience. Consider the credibility of the platform and the instructors as well. After all, you wouldn’t want to invest time and money into a course only to find out that the certification holds little weight in the industry.

3. Considering Course Duration, Flexibility, and Cost

Another crucial factor to consider when choosing an online machine learning certification course is the duration, flexibility, and cost. Depending on your current commitments, you may prefer a self-paced course that allows you to study at your own pace or a more structured program with set deadlines. Additionally, the duration of the course can vary significantly, from short-term courses lasting a few weeks to comprehensive programs that take several months to complete.

When searching for an AI Intelligence Course in Noida, make sure to choose one that fits your schedule and budget. While some courses are free, others may require a significant financial investment. It's essential to weigh the cost against the potential benefits of the certification. Remember, just like investing in quality ingredients can lead to a delicious meal, investing in the right course can lead to a successful career in machine learning.

Preparing for the Course and Maximizing Learning

1. Ensuring You Meet the Prerequisites Before Enrolling in the Course

Before diving into an Artificial Intelligence Institute In Delhi, it's crucial to ensure that you meet the prerequisites. Many machine learning courses require a basic understanding of programming, particularly in languages like Python or R, as well as a solid grasp of mathematics, including linear algebra and statistics. If you're new to programming or math, consider taking introductory courses in these subjects before tackling machine learning.

Fulfilling the prerequisites will not only make the learning process smoother but also allow you to get the most out of the course content. Think of it as making sure you have all the ingredients before starting to cook a complicated recipe—you don't want to be halfway through only to realize you're missing something essential.

2. Utilizing Additional Resources to Enhance Your Learning Experience

While a good Artificial Intelligence And Machine Learning Course in Noida will provide you with the necessary knowledge, it's always a good idea to supplement your learning with additional resources. Online communities, forums, and study groups can provide valuable insights and support as you progress through the course. Websites like Stack Overflow, GitHub, and Medium often have articles, tutorials, and discussions that can help you deepen your understanding of machine learning concepts.

In addition to online resources, consider reading books or watching tutorials to reinforce what you've learned. Engaging with different learning formats can help solidify your understanding and provide new perspectives on the material. Just like seasoning a dish enhances its flavor, utilizing additional resources can enrich your learning experience.

3. Gaining Practical Experience Through Projects and Challenges

One of the best ways to solidify your machine-learning knowledge is by applying it to real-world problems. Many online courses include projects as part of the curriculum, but it's also beneficial to seek out additional challenges on your own. Platforms like Kaggle and DrivenData offer competitions and datasets that allow you to test your skills and work on real-world problems.

Participating in these challenges not only helps you gain practical experience but also builds your portfolio, which can be a valuable asset when applying for jobs. If you're enrolled in an AI Intelligence Course in Noida, make sure to take full advantage of any project opportunities and seek out additional challenges to further enhance your skills.

Think of gaining practical experience as the final step in cooking a meal—you've prepared all the ingredients, followed the recipe, and now it's time to taste the finished product. By applying what you've learned to real-world problems, you'll be able to see the fruits of your labor and build the confidence needed to succeed in the field of machine learning.

Conclusion: Achieving Success with Your Machine Learning Certification Online

Embarking on the journey to obtain a machine learning certification online is an exciting and rewarding endeavor. By choosing the right course, evaluating the content, and ensuring it fits your schedule and budget, you set yourself up for success. Once enrolled, meeting the prerequisites and utilizing additional resources can further enhance your learning experience. Finally, gaining practical experience through projects and challenges will solidify your knowledge and provide a strong foundation for your future career in machine learning.

For those in India looking to get certified, enrolling in an Artificial Intelligence And Machine Learning Course in Noida is a valuable step toward becoming a skilled machine learning professional. With determination, continuous learning, and practical application, you'll be well on your way to achieving your certification goals and advancing your career in this dynamic and rapidly evolving field. So go ahead, take the plunge, and start your journey toward machine learning mastery today!

Also Read This:-

Top AI Training Institutes (Call Now @9510860860)

How To Find Out If AI Advancements In Retail Is A Good Career For Me?

[krstseo]

The Best Career Options After Computer Science Engineering

https://krct.ac.in/blog/2024/06/04/the-best-career-options-after-computer-science-engineering/

As a graduate with a degree in Computer Science Engineering, you are stepping into a world brimming with opportunities. The rapid evolution of technology and the expanding digital landscape means that your skills are in high demand across various industries. Whether you are passionate about software development, artificial intelligence, cybersecurity, there is a career suitable to your interests and strengths. In this blog, let us explore some of the best career options after Computer Science Engineering degree.

Best Career Options After Computer Science Engineering

Software Developer/Engineer

Software developers are the architects of the digital world, creating applications that run on computers, smartphones, and other devices. As a software developer, you will be involved in writing code, testing applications, and debugging programs.

KRCT’s robust curriculum ensures you have a strong foundation in programming languages like Java, C++, and Python, making you a prime candidate for this role. You will be tasked with developing and maintaining software applications, collaborating with other developers and engineers; and ensuring that codebases are clean and efficient.

The role requires proficiency in multiple programming languages, a keen problem-solving ability, and meticulous attention to detail.

Data Scientist

Data science is one of the fastest-growing fields, combining statistical analysis, machine learning, and domain knowledge to extract insights from data. KRCT provides the analytical prowess and technical skills needed to thrive in this field.

As a data scientist, you will work with large datasets to reveal trends, build predictive models, and aid decision-making processes. Also, your responsibilities will include collecting and analysing data, constructing machine learning models, and effectively communicating your findings to stakeholders. This career path requires strong statistical and analytical skills, proficiency in tools such as R, Python, and SQL, and the ability to clearly convey complex concepts.

Cybersecurity Analyst

With the increasing number of cyber threats, the demand for cybersecurity analysts is higher than ever. As a cybersecurity analyst, you will monitor networks for suspicious activity, investigate security breaches, and implement necessary security measures to prevent future incidents. Further, this role demands a thorough understanding of security protocols and tools, sharp analytical thinking, and a high level of attention to detail.

Artificial Intelligence/Machine Learning Engineer

Artificial Intelligence and Machine Learning are the currently trending and revolutionizing industries, where we can witness significant milestone from healthcare to finance. KRCT’s focus on cutting-edge technologies ensures you have the skills to build and deploy AI/ML models. As an AI/ML engineer, you will work on creating intelligent systems that can learn and adapt over time.

So, your responsibilities will include developing machine learning models, implementing AI solutions, and collaborating with data scientists and software engineers to innovate and enhance technological capabilities. A strong grasp of algorithms and data structures, coupled with programming skills, is essential for this role.

Full-Stack Developer

Full-stack developers are versatile professionals who work on both the front-end and back-end of web applications. Moreover, KRCT equips you with the knowledge of various web technologies, databases, and server management, enabling you to build comprehensive web solutions.

As a full-stack developer, you will design user-friendly interfaces, develop server-side logic, and ensure the smooth operation of web applications. Additionally, this role requires proficiency in multiple programming languages, an understanding of web development frameworks, and the ability to manage databases.

Cloud Solutions Architect

Cloud computing is transforming how businesses operate, and cloud solutions architects are at the forefront of this transformation. KRCT’s curriculum includes cloud computing technologies, preparing you to design and implement scalable, secure, and efficient cloud solutions.

Also, as a cloud solutions architect, you will develop cloud strategies, manage cloud infrastructure, and ensure data security. Furthermore, this role requires in-depth knowledge of cloud platforms like AWS, Azure, or Google Cloud, along with skills in network management and data security.

DevOps Engineer

DevOps engineers bridge the gap between software development and IT operations, ensuring continuous delivery and integration. KRCT provides a strong foundation in software development, system administration, and automation tools, making you well-suited for this role.

As a DevOps engineer, you will automate processes, manage CI/CD pipelines, and monitor system performance. This role demands proficiency in scripting languages, an understanding of automation tools, and strong problem-solving skills.

Why KRCT?

KRCT stands out as a premier institution for all of its Engineering courses due to its rigorous academic programs, state-of-the-art facilities, and strong industry connections. Our college emphasizes practical learning, ensuring that students are well-versed in current technologies and methodologies. Also, we have the best and experienced faculties in their respective fields.

KRCT’s placement cell has a remarkable track record of securing positions for graduates in top-tier companies. Regular workshops, seminars, and internships are integrated into the curriculum, providing students with valuable industry exposure. Additionally, the college’s focus on research and development encourages students to engage in cutting-edge projects, preparing them for advanced career paths or higher education.

KRCT’s commitment to excellence is reflected in its alumni, who are making significant contributions in various sectors worldwide. The supportive community and extensive network of alumni also provide ongoing mentorship and career guidance to current students.

To Conclude

Graduating from KRCT opens up numerous career options after computer science engineering degree in the technology sector. Whether you choose to become a software developer, data scientist, cybersecurity analyst, AI/ML engineer, full-stack developer, cloud solutions architect, or DevOps engineer, the knowledge and skills you develop during your engineering degree will pave the way for a bright future. Thus, embrace the opportunities, continue learning, and let your passion for technology guide you towards your ideal career path.

Tags:

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[aarvyedutech]

Full stack Development If you want to Learn to Complete Full Stack Development Course with Low fees visit - www.aarvyedutech.com

[tutortacademy]

Data Science Coaching in Bangalore - Tutort offers top-rated machine learning course in Bangalore - AI and data science master Coaching Classes to make you industry-ready. This course will revolve around Python. Data Cleansing, and Data Analysis. You will deep dive into core and latest concepts.

[healthylifewithus]

Complete Excel, AI and Data Science mega bundle.

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[seumyo]

BAKUGOU KATSUKI ✰ 10:32

You tell Bakugou once that you don’t know how to take the train home, and he almost blasted your ears off with semi-yelling (or full-on yelling at some point) insults. 

“Hah?” He scoffs, eyes narrowing. This information is new to him, and a surprising one at that. 

You? The nerd that always bested him when it came to academics, which pissed him off the first few months in U.A.? The person who was not only book smart but was street and people smart as well? 

The whole goddamn package doesn’t know how to take the train?

Really?

He’s calling bull.

“What do you mean you don’t know how to take the train home? What kind of idiot doesn’t know that?”

“I just—“ you’re abashed and really don’t know what to say, “I didn’t really— I’ve never had the chance to take one until now!” For a consistent honors student, you can’t really have everything, can you?

“How’ve you been getting to school and back, then?”

“We had a driver—“

“Fuckin’ course—“

“But hey! Listen—in my defense—my schools were usually a walking distance from our house.”

“And now what? Gonna stand here and wait for a miracle to happen?”

You nudge his side with a frustrated frown (more like a pout, Bakugou thinks.) “Quit it, asshole.”

He backtracks briefly, though you could barely tell at this point. And it’s clear enough that he takes your words into consideration. It could be the fact that you actually look scared shitless right now, something foreign to your typical lax and carefree persona.

“C’mon.” Bakugou grabs you by the arm.

“Ow— hey! Where are we going?”

“You have to learn somehow, or else you’ll look fuckin’ clueless and dumb, nerd.”

You don’t argue because you really just wanted to get home, and while you could just call in your driver, you considered that this was important information that would help you in the long run. Besides, you do agree with Bakugou that not knowing how to commute like this is embarrassing, especially at your age.

“What’s this?” 

Bakugou hands you a card. It’s decorated with a minimalist logo of Musutafu’s native flower, whose color is your favorite.

“An IC card,” he simply answers.

It’s cute, you thought. You noticed how the other commuters had the standard design, so Bakugou must've gotten it personalized to your preference. How thoughtful.

“You could’ve just helped me get a ticket, though,” you murmur. You fiddle with the card in your hand, glancing at him with a puzzled expression. “I don’t think I’ll be using this card that often. It’ll be a waste.”

“Then try and use it as often as you can, nerd.”

“I’ll pay you back for this—how much was it?”

“Forget it.”

“Really, Bak—“

“Forget it,” he barks. “Keep up, you shitty extra. Or else you’d miss the last train to your station.” Bakugou starts walking, and you follow suit.

You can load your IC card at the ticket machines or the nearest ATMs. Different stations call for different ticket gates that obviously have different fares. The expiration of cards usually depends on what provider you got them from—

“What do I do now?”

You’re hesitantly in front of the ticket gate, with Bakugou on the other side. You’re like a kid who’s lost their mother in the mall.

“Just—“ Bakugou had to take a deep breath and not make a scene in the train station. He pinched the bridge of his nose, calling for all his ancestors to give him the strength to remain patient.

“Place your shitty card on the card reader. That’s it.”

You do as you’re taught, and you awed when the gates opened and let yourself walk through with a stupidly big smile on your face. “I did it!”

Bakugou thinks it’s fucking stupid of him to think that your enthusiasm for mundane things was cute. But fuck, something must be wrong with him because suddenly he feels a flurry of butterflies lodged in his throat, his heart beating ridiculously fast. 

“Yeah, yeah, whatever.” 

He gives you directions, how to navigate through Musutafu without getting lost, and the basic stations you’ll be passing by to get to your station. He sees you type most of the things he says on your phone, and the way you were so eager to learn was a sight to see, really.

Boarding the metro, people were just as eager to get home as you two. So you two stood, not that there was much room to do anything about it.

“Hold onto the handle unless you want to fall on your ass,” Bakugou says. His tone is hushed to not disturb the other passengers. At least he followed basic commuting etiquette. 

“It’s so beautiful,” you breathe out. The passing buildings were as huge as those of U.A.’s, if not bigger. With the golden hue of the apparent descent of the sun below the horizon, Musutafu just became more beautiful in your eyes.

He scoffs.

“What’s so interestin’ about a buncha tacky buildings? Never seen one before you came here?”

“Of course I have; they’re just not like this.”

Bakugou follows your line of sight, and he thinks about it carefully. He couldn’t see what you saw, but maybe it’s because he grew up looking at this scenery. It doesn’t amaze him as much as it did when he was younger, he concludes. To you, this was a first. 

An experience that could become a core memory in this city. And he’s with you as you live through it. The thought causes a familiar feeling of pride to exude from his chest.

Maybe he’ll learn to appreciate more mundane things with you too in the future.

The train stops at another station, and the people scurry out. Once in motion, you were surprised by the speed when it took off, and the motion had you stumbling back. You stumble against Bakugou.

“What did I say about keeping a firm hold on the handles, you shitty extra? That’s what those are for.” Whether it’s by instinct or unintentional, Bakugou guides your hand to hold onto the support pole. He doesn’t let go, and you didn’t make a comment about it.

“Sorry! Still getting used to it,” you quietly laugh. “I hope the people here don’t think I’m really that inexperienced when it comes to taking the metro home,” you told him. “It’s embarrassing to think that I haven’t taken one until now.”

Bakugou thinks it’s alright because you were actually on set to learn. No matter what those other extras say or comment, no matter if they give you unimpressed glances, he’s there to grant them one of his own spine-chilling glares if they had the balls to do so. 

A passenger who appeared to be around your age stood up from his seat. “Excuse me, you can take my seat. I get off at the next stop,” he says. You’re a bit hesitant to take the offer, but he reassures you that it’s fine. It’ll be an awkward death for you if you don’t accept it, because now he’s standing. “Please, I insist.”

Unknown to you, Bakugou had an obvious scowl on his face until the stranger left.

“You look like you’re about to shit yourself.”

“Shut up, I’m not.”

“Jealous?”

“Hah? Why would I be—”

“Shh!” you kicked his shoe with yours.

“Quiet, remember?”

Bakugou rolls his eyes, still frowning. You hold his free hand, cheekily smiling when he tries to free it from your hold. And in the end, he lets you do whatever the fuck it is that you want, but he would never ever admit that he was jealous of some nameless extra. He’s too far into liking you to help you board a train, get you a personalized IC card, miss his stop two stations ago because yours was still three stations after his, but he doesn’t think he’d be vocal about it anytime soon.

He’ll leave it to you to confess.

Then again, you already knew.

Bakugou Katsuki would not go above and beyond like this for anyone else, but he unknowingly does for you.

SEUMYO © 2024, PLEASE DO NOT REPOST, PLAGIARIZE, MODIFY OR TRANSLATE.

[hackeocafe]

AI Fundamentals Explained! Machine Learning Full Course | Stanford Online (CS229)- Andrew Ng (Pt 1)

Andrew Ng’s renowned Machine Learning University Course continues to gain significance as the profound impact of machine learning becomes increasingly evident in modern applications. What sets this course apart is Ng’s ability to break down complex concepts with clarity and precision, enabling learners to grasp fundamental ideas intuitively. His structured and insightful teaching approach makes advanced topics accessible, ensuring both depth and clarity in learning. Recognizing the course’s enduring value, we have made this material available to provide broader access to this exceptional educational resource. We extend our sincere gratitude to Andrew Ng and the Stanford School of Engineering for their remarkable contribution to the field. This marks the first installment of a distinguished three-part series, meticulously curated to offer a rigorous and structured learning experience. We invite you to support Andrew Ng and the Stanford School of Engineering by exploring the links below.

[decodelearning]

Decode Learning: The Perfect Python Machine Learning Course

If you are looking for the perfect course to start your journey into machine learning with Python, then the Python Machine Learning course from Decode Learning is the perfect fit for you! https://bit.ly/3OQYgsw

[kannanp]

Full Stack Development Course in Coimbatore – SkyAppz Academy

Looking for the best Full Stack Development Course in Coimbatore? Skyappz Academy offers industry-leading training designed to help you master both front-end and back-end development. Our Full Stack Development Course in Coimbatore is tailored for beginners, professionals, and students who want to build a successful career in web development.

Why Choose Skyappz Academy for Full Stack Development Course in Coimbatore?

✅ Industry-Focused Curriculum – Gain expertise in HTML, CSS, JavaScript, React.js, Node.js, Express.js, MongoDB, and MySQL. ✅ 100% Practical Training – Our Full Stack Development Course in Coimbatore includes hands-on projects and real-world case studies. ✅ Placement Assistance – Get career support with resume building and interview preparation. ✅ Expert Trainers – Learn from experienced professionals in the field of full-stack development. ✅ Recognized Certification – Enhance your resume with a Full Stack Developer Certification.

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🔹 Students & Fresh Graduates 🔹 IT Professionals Looking for Career Growth 🔹 Entrepreneurs & Freelancers

Enroll in the Best Full Stack Development Course in Coimbatore Today!

Join Skyappz Academy and take your web development skills to the next level with our Full Stack Development Course in Coimbatore. Whether you want to become a Full Stack Developer, Software Engineer, or Web Developer, we provide the right training to help you achieve your career goals.

🌐 Visit Now: Full Stack Developer Training with Certification - Skyappz Academy

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[questacademy]

Unlock Your Career Potential with QIS Academy: The Best Software Training Institute in Kochi

QIS Academy, a division of Quest Innovative Solutions, is dedicated to empowering aspiring professionals with industry-relevant skills and knowledge. As the Top Software Training Institute & Placement in Kochi, QIS Academy offers a wide array of courses tailored to the demands of the tech industry. With options for both online and offline classes, expert guidance, and comprehensive placement assistance, we ensure your success in today’s competitive job market.

Courses Offered at QIS Academy

1. Data Science and Machine Learning Course in Kerala

Dive into the world of data with the Best Data Science Course in Kerala. Learn data analysis, machine learning, and AI techniques through hands-on projects and real-world case studies. This course is ideal for those aspiring to become data scientists or AI specialists.

2. Python Full Stack Developer Training in Kochi

Master front-end and back-end development with our Python Full Stack Developer Course in Kochi. Learn Python, Django, React, and database management to become a versatile developer. Recognized as the Best Python Training Course in Kochi, this program offers practical training and placement support to launch your tech career.

3. Full Stack Developer Course in Kochi

Our Full Stack Developer Course in Kochi equips you with the skills needed to build dynamic web applications. From HTML, CSS, and JavaScript to advanced frameworks, this course covers it all. Ideal for those looking to excel in front-end and back-end development.

4. .NET Full Stack Developer Course in Kochi

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5. Best Python Training in Kochi & Calicut

Our Python training program in Kochi and Calicut is designed for beginners and professionals alike. Known as the Best Python Training in Kochi & Calicut, this course emphasizes practical coding and problem-solving to enhance your programming expertise.

Why Choose QIS Academy?

Industry-Relevant Curriculum: All courses are designed to meet current industry standards, ensuring you’re job-ready upon completion.

Flexible Learning Modes: QIS Academy offers both online and offline classes, providing convenience for students with diverse schedules.

Expert Mentors: Learn from experienced professionals who bring real-world insights to the classroom.

Hands-On Training: Engage in live projects, practical assignments, and case studies to build your expertise.

Placement Assistance: We provide comprehensive placement support to help you secure your dream job in top companies.

Placement Assistance at QIS Academy

Our dedicated placement team ensures you’re equipped with the right skills to succeed in interviews and land high-paying jobs. Many of our students have been placed in top MNCs as full stack developers, Python programmers, .NET specialists, and data scientists.

Learn from the Best in Kerala

Located in Kochi, Kerala, QIS Academy is renowned for delivering the Best Software Training in Kochi. Whether it’s data science, full stack development, or Python programming, we provide unmatched quality and results.

Conclusion

QIS Academy stands out as the Top Software Training Institute & Placement in Kochi, offering a range of industry-relevant courses to help you excel in the competitive tech world. With expert trainers, hands-on projects, and dedicated placement support, we are proud to be recognized as the Best Software Training Institute in Kochi. Join QIS Academy today and take the first step toward building a successful career in technology!

[joycrispy]

One thing I love about Crowley --never stated, but consistently shown-- is that he is, at heart, an engineer.

I have a few different things to say about that. Let's unpack them.

As the Unnamed Angel, we see his designs for the Pillars of Creation are millions of pages long, comprised of cramped text, footnotes, diagrams, schematics, etc. It's very...Renaissance polymath, in the way it implies a particular intersection of artist and inventor.

Also: in the naked romanticism with which he views his stars.

We already knew he made stars, but in s2 we learn that he did NOT sculpt each of them by hand. He designed a nebula ("a star factory," he says) that will form several thousand young stars and proto-planets, and all --aside from getting the 'factory' running-- without him lifting a finger. We also learn that these young stars and proto-planets stand in contrast to those made by other angels, which are going to come 'pre-aged.'

...I'm reminded of Hastur and Ligur's approach to temptations. Damning one human soul at a time, devoting singular attention to it over the course of years or decades, and how that stands in contrast to Crowley's reliance on, quote, 'knock-on effects.'

Ligur: It's not exactly...craftsmanship. Crowley: Head office don't seem to mind. They love me down there.

Hm.

I'm also reminded of the M25.

The M25 may not be as grand as a nebula (sentences you only say in GOmens fandom...), but LIKE his nebula it's an intricate, self-sustaining engine that does Crowley's work for him, many times over. Again.

That's some pretty neat characterization --and so is the indication towards Crowley's disinterest in victimizing anyone tempting individual people. It takes a considerable amount of planning and effort (and creeping about in wellies), but in accordance with his design the M25 generates a constant stream of low-grade evil on a gigantic scale.

Cumulatively gigantic, that is. Individually? Negligible.

But no other demon understands human nature well enough to parse that one million ticked-off motorists are not, in any meaningful way, actually equivalent to one dictator, or one mass-murderer, or even one little influential regressive. That's the trick of it. Crowley gets Hell's approval (which he NEEDS to survive, and to maintain the degree of freedom he's eked out for himself), and at the same time ensures that any actual ~Evil Influence~ is spread nice and thin.

It's some clever machinery. And he knows it, too:

The Unnamed Angel and Crowley are both proud of their ideas.

(musings on professional pride, Leonardo da Vinci, the crank handle, and 'the point to which Crowley loves Aziraphale' under the cut)

In the 1970's Crowley gives a presentation on the M25, projector and all, to a room full of increasingly impatient demons. Maybe the presentation was work-ordered; the 'can I hear a WAHOO?' definitely wasn't.

Before the Beginning, the Unnamed Angel can barely contain his excitement about his nebula. Aziraphale manages a baffled-but-polite, "....That's nice... :)"

11 years ago, Hastur and Ligur want to 'tell the deeds of the day,' and Crowley smiles to himself because (according to the script-book) he knows he has 'the best one.'

(Naturally, his 'deed' has nothing to do with tempting anybody, and everything to do with setting up a human-powered Rube-Goldberg machine of petty annoyance. Oodles of 'Evil' generated; very little harm done.)

Hastur and Ligur don't get it, of course. That's also consistent.

Nobody ever knows what the hell he's talking about.

It didn't make it on-screen, but, in both the novel AND the script-book, Crowley was friends with Leonardo da Vinci. The quintessential Renaissance polymath. That's where he got his drawing of the Mona Lisa --they're getting very drunk together, and Crowley picks up the 'most beautiful' of the preliminary sketches. He wants to buy it. Leonardo agrees almost off-the-cuff, very casual, because they're friends, and because he has bigger fish to fry than haggling over a doodle:

He goes, "Now, explain this helicopter thingie again, will you?" Because he's an engineer, too.

(It is 1519 at the latest, in this scene. Why the FUCK would Crowley know about helicopters, and be able to explain them, comprehensively, to Leonardo da Vinci?

...Well. I choose to believe he got bored one day and worked it out. Look, if you know how to build a nebula, you can probably handle aerodynamics. And anyway, I think it's telling that this is his idea of shooting the shit. 'A drunken mind speaks a sober heart,' and all. He probably babbled about Aziraphale long enough to make poor Leo sick)

Apart from Aziraphale, Leonardo da Vinci is the only person Crowley has any keepsakes or mementos of.

Think about that, though. Aziraphale's bookshop is bursting with letters, paintings, busts, and personalized signatures memorializing all the humans he's known and befriended over 6000 years (indeed: Aziraphale has living human friends up and down Whickber Street. He's part of a community).

Crowley doesn't have any of that. It's just the stone albatross from the Church (for pining), the infamous gay sex statue (for spicy pining), the houseplants (for roleplaying his deepest trauma over and over, as one does), and this one piece of artwork, inscribed, "To my friend Anthony from your friend Leo da V."

To me, at least, that suggests a level of attachment that seems to be rare for Crowley.

...Maybe he liked having someone to talk shop with? Someone who was interested? Someone engaged enough to ask questions when they didn't immediately understand?

...Anyway.

There's also the matter of the crank handle.

This thing:

This is one of the subtler changes from the book. In the book, Crowley knows Satan is coming and, desperate, arms himself with a tire iron. It's the best he can do. He's not Aziraphale; he wasn't made to wield a flaming sword.

The show, IMO, improves on this considerably. Now he, like Aziraphale, gets to face annihilation with what he was made for in his hand. And it's not a weapon, not even an improvised one like the tire iron.

He made stars with it.

[both gifs by @fuckyeahgoodomens]

If you Google 'crank handle,' you'll get variations on this:

Crank handles have been around for centuries. Consisting of a mechanical arm that's connected to a perpendicular rotating shaft, they are designed to convert circular motion into rotary or reciprocating motion.

Which is to say they're one of the 'simple machines,' like a lever or a pulley; the bread and butter of engineering. You'll also get a list of uses for a crank handle, archaic and modern. Among them: cranking up the engine of an old-fashioned car... say, a 1933 Bentley. That's what Crowley has been using his for, lately. But he's had it since he was an angel and he's still, it seems, very capable of it's angelic applications.

Stopping time. For instance.

(This is conjecture on my part, but, I like to imagine that Crowley has the ability to stop time for the same reason I can --and should-- unplug my computer before I perform maintenance on it. Time and Space are a matched set, after all, and in his designs in particular, one feeds into the other.)

I know everyone has already said this, but: I REALLY LIKE that when he needs to channel the heights of his power, he does so not with a weapon but with a tool. Practically with a little handheld metaphor for ingenuity. One from long-lost days when he made beautiful things.

(And he loved it. Still loves it --he incorporated that metaphor into the Bentley, didn't he?)

Let Aziraphale rock up to the apocalypse with a weapon: he has his own compelling thematic reasons to do exactly that. Crowley's story is different, and fighting isn't the only way to express defiance. And if you've been condemned as a demon and assumed to be destructive by your very nature, what better way than this?

He made stars. They didn't manage to take that from him.

Neither Crowley nor Aziraphale are fighters, really --they have no intention of fighting in any war. They'll annoy everyone until there's no war to fight in, for a start. But between the two, if one must be, then that one is Aziraphale. Principality of the Earth, Guardian of the Eastern Gate, Wielder of the Flaming Sword... all that stuff. Even if he'd prefer not to, it's very clear that Aziraphale can rise to the occasion, if he must.

Crowley was never that kind of angel. He wasn't a Principality. He doesn't have a sword.

...And yet.

It's Crowley who protects. He's the one who paces, who stands guard, who circles Aziraphale and glares out at the world, just daring anyone else to come near.

In light of everything else I've said here, I think that's interesting.

Obviously part of it is that Aziraphale enjoys it and, you know, good for him. He's living his best life, no doubt no doubt no doubt. But what about Crowley? What's driving that behavior, really?

Have you heard the phrase, 'loved to the point of invention'? Well, what if 'the point of invention' was where you started? What if where you end up involves glaring out at the world, just daring anyone else to come near? What is that, in relation to the bright-eyed thing you used to be?

What do we name the point to which Crowley loves Aziraphale?

...Thinking about how an excitable angel with three million pages of star design he wants to tell you all about...becomes a guard dog. Is all.

[anaktoria-of-the-moon]

At work plagued by thoughts of a mech bigger than you can imagine.

She starts like most of them do, a Titan excavator rig modestly sized for their line: maybe a house or thereabouts, a big house. (Doesn’t matter why she signed up - perhaps a breadwinner, a lone mother or eldest sister, a daughter of aging parents nobody else will take; doesn’t matter what site they sent her to, Earth or Enceladus or Venus or Europa. She’s there, and she lets them strap her in and adapt her for the piloting interface and pump her full of protein ooze and electrolytes and hyperstimulant cocktails as obediently as the next laborer.)

Upgrades come, from big house to bigger, with shovels like hillsides and treads like highways. Still she remains in the cockpit, out only for one day every six months to say hello to her burgeoning family, who have moved nearby to make it easy on her, to meet the baby nephews and nieces whose names she doesn’t yet know.

War comes. The facility hunkers down. It just makes sense to retrofit their biggest digger with shields, to expand her arsenal a little more, give her a better engine, pour all their leftover resources into making her a great guardian, and she rises to the occasion, shielding them from orbital rays, absorbing the energy and taking the pain of it up into her own engines. When the corporate rats who own the site finally turn tail and run the workers and their families band together and do the needful repairs themselves. Her nieces and nephews grow up learning engineering by the light of oil lamps from stolen Old Era textbooks and jailbroken datapads. She hardly ever now glimpses their faces with her own two eyes from within her steel shell but it is a worthy sacrifice to her, to them, for both parties know she is still there, still with them, embracing them in a great steel hug and watching through a thousand glass-lensed eyes.

Years pass. The brightest of her nieces works out how to modify the nutrition cocktail going into her cockpit so she will never age, never die, never fall sick. Somewhere in there all the metal and ceramic encloses her ever-sleeping body like a lotus flower around the benevolent, immortal form of a bodhisattva.

The outpost survives the war, somehow. Refugees hear of the little town on the colony that could, guarded by a goddess the size of a temple, and flock there. It makes sense to add to her control, among her array of sensors and actuators, the new city’s power generation and delivery system, its wall defenses, its waste management, its communications mains. Nowhere is anything safer than with her.

With all these new additions come techs and custodians to keep her in good care. They build modest crew cabins nestled amongst her treads (now rusty from disuse) so they can be close to her, the better to help her.

Slowly more and more falls under her purview, new cabins, then mezzanines and stairways and platforms between them; each generation has their own superstitions that they add to those of the last before them, so paintings crop up on her metal panels now, in nooks and crannies, often crude symbols that promise good oil changes or swift code updates, or simply depictions of their goddess, of the war she survived. Still she watches.

Her nieces and nephews are all dead now, and their nieces and nephews look on through rheumed eyes as the city attains new heights, heralded everywhere on every planet that still lives as an oasis of peace and prosperity. Still she watches.

A new company comes, enticed by the stories. They want to buy her. Buy her! The people scoff. As if you could just buy a person! - A person? asks the representative from Acher Spaceways, perplexed. - We heard she was your goddess.

She is both, of course, the goddess who lives, the goddess who is one hundred percent flesh and one hundred percent machine.

Acher doesn’t like this. They send machines - zero percent flesh, entirely drones - screaming down from the stars for a more insistent negotiation, one phrased in metal slugs and incendiary fire.

So your goddess rises up to meet them.

It is over in a short day. The drones lie in pieces; Acher, from orbit, licks their wounds, and the goddess rebukes them with a single laser blast, modified from her very first mining waymaker photonic drill.

The blast is precise and surgical. It tears apart the whole platform, spinning central axis to annular habitat space, which supernovas into a blossom of shining proof in the night sky at which the citizens below cheer.

But the pieces are falling, and soon they will pepper the surface below with molten debris, kick up dust into the atmosphere and make it all but unbreathable. The people could leave, the goddess advises them through short-wave radio bursts. They could use her emergency shuttles to escape gravity before it is too late, or they could go underground and salvage her rarest and most precious resources to survive until the surface is safe again.

Here is the thing - every pilot is augmented, and most augments are for the benefit of the plainly physical, for strength and speed and stamina and sharpness of perception. When her people augmented her, they augmented something else entirely. With every new module, every sensor upgrade, every painted symbol and hidden shrine, they gave her a superhuman capacity not for stamina or speed or strength, but for love.

It is her love that saved them, so they must save her back.

For two days they work tirelessly, the whole city, while above them the shattered pieces of Acher Spaceways looms ever closer. When they are done the treads are gone, the cabins dismantled, only the little drawings carefully preserved under coats of abrasion- and heat-resistant paint. And under her, their city, their Haven, lie rockets, ten of them, repurposed from the old all-ore crucibles, fit to move an asteroid.

She’s out there somewhere by Orion now, they say, the fourth jewel in his belt. And she has only grown: from three thousand then to three hundred million. Creatures from all over come to pay her their respects, or to visit lovers, or to live there themselves. There is always room in a body that is ever expanding, like the cosmos itself. Over all of them, she watches, eternal.

Among all the stories they tell of her, they repeat this one the most - how she tore apart a whole space station for the sake of her people, knowing she would die if she failed, for how can a whole city hope to flee? She guards them, and in turn they do not abandon her. They are two halves of the same whole, they say reverently, love manifest - the people and their city; this pilot, this great machine. This Haven.