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GPU Principles and CS Knowledge You Need to Know in the Era of AI Coding

Are you using code written by AI without even knowing what it does? It’s not enough for it to simply work—you need to make it perform well, yet when asked, “Why did you implement it this way?” you find yourself at a loss for words. The source of that frustration is a lack of fundamental CS knowledge and an understanding of how GPUs work. Through this course, you will learn the principles applied to CPUs and GPUs, along with the relevant CS knowledge, enabling you to control AI and give it instructions effectively. You will also be able to avoid being replaced by AI at your current company or when seeking employment or changing jobs, and earn a higher salary.

10 learners are taking this course

Level Beginner

Course period Unlimited

Computer Architecture
Computer Architecture
GPU
GPU
Algorithm
Algorithm
AI
AI
Computer Architecture
Computer Architecture
GPU
GPU
Algorithm
Algorithm
AI
AI

What you will gain after the course

  • You’ll learn why the AI coded things that way, along with the frustrating CS knowledge behind it.

  • You will understand why GPUs are important in the AI era through how they actually work.

  • In interviews and presentations, you can provide reasons for why you implemented it this way.

  • The level of tasks you can have AI perform is increasing.

  • You’ll learn what to ask AI and how to ask it when performance isn’t up to par.

  • We can develop better features or services than our competitors.

Recommended for
these people

Who is this course right for?

  • University student developing with AI—whether it’s for a class, a club, or a project you built on your own, AI writes the code for you. But in interviews or presentations, what people ask about isn’t the end product—it’s your understanding. If you’ve ever been at a loss for words when faced with questions like, “Why did you implement it this way?”, “What’s the difference between a CPU and a GPU?”, or “Why does the way memory is accessed affect performance?”, what you’re lacking right now isn’t more projects, but the ability to explain the system you built.

  • Junior Developer — Using AI gets features out quickly. The problem comes next. The code is slow, memory usage grows, and everything crashes when traffic spikes. AI offers multiple solutions, but choosing the right one is ultimately up to you. Without criteria for making that judgment, you may gain experience, but you won’t develop much ability to solve problems.

  • AI Engineer - You have AI create what you want, but it keeps bothering you that you can’t explain why it works, why it’s slow, or where it needs to be fixed. This course is for those who want to properly learn the underlying principles and CS fundamentals so they can get AI to do its job better.

Need to know before starting?

  • Since AI writes the code, people only need to understand the principles.

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This is crocro

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47 lectures ∙ (2hr 2min)

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