Yplex AI course | Day 1 | Deep Learning Intuitions

Welcome to the first lecture of the Yplex AI course, where we lay the foundation for your journey into the fascinating world of neural networks. In this session, titled "Deep Learning Intuitions," where Arnav Bhute, our course curator and a high school student just like you, will introduce you to the course contents and goals.

At Yplex, which was founded by Kushagra Maheshwari, our mission is to make STEM education accessible and intuitive, addressing the common challenges that many beginners face. Traditional AI courses can be restrictive, often diving deep into complex theory and code without providing a solid understanding of the underlying concepts. This can make learning AI feel like an overwhelming task, especially for high schoolers who are just starting out. We aim to solve this problem by focusing on teaching the core intuitions behind neural networks, so you can build a strong foundation and gain the confidence to explore more advanced topics.

In this introductory video, we’ll discuss how our course is designed to be different. We draw inspiration from leading AI educators like Andrew Ng and his Deep Learning Specialization on Coursera, which has set a high standard for online AI education. However, we've tailored our approach to be more beginner-friendly, with a focus on making sure you grasp the 'why' and 'how' of neural networks, not just the 'what.'

Throughout this course, you'll learn how to build neural networks from scratch, without relying on pre-built libraries. This hands-on approach will deepen your understanding of the mechanics of AI. As we progress, we’ll introduce you to powerful AI libraries, showing you how to create more sophisticated models with greater ease. We’ll culminate with a real-world case study, allowing you to apply what you’ve learned and see AI in action.

Join us as we embark on this exciting educational journey, breaking down complex concepts into simple, relatable ideas. With the guidance of Yplex, Kushagra Maheshwari, and Arnav Bhute, you'll discover that learning AI is not only possible but also enjoyable and empowering.