Posts tagged with: Learn to Code

Neural Networks: Zero to Hero by Andrej Karpathy

Dive into the foundational principles of neural networks with Andrej Karpathy's 'Neural Networks: Zero to Hero' GitHub repository. This comprehensive open-source project offers a step-by-step journey from basic concepts to advanced architectures like Transformers. Through a series of YouTube video lectures and accompanying Jupyter notebooks, you'll learn to build essential components like micrograd, makemore, and GPT. Whether you're a beginner or looking to deepen your understanding, this resource provides practical coding experience and clear explanations of backpropagation, language modeling, and more. It's an invaluable guide for anyone aiming to master deep learning from the ground up.