Shypd.aiThe largest open index of AI toolsnn-zero-to-hero is an open-source educational resource that provides a comprehensive course on neural networks. It features YouTube video lectures and accompanying Jupyter notebooks for hands-on learning, starting from the basics.
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nn-zero-to-hero offers a detailed course on neural networks, guiding learners from foundational concepts to advanced topics. The curriculum is delivered through a series of YouTube video lectures, where participants code and train neural networks alongside the instructor. Each lecture is complemented by Jupyter notebooks, which capture the code built during the videos, and includes exercises to reinforce learning. The course covers essential topics such as backpropagation, language modeling, building multilayer perceptrons (MLPs), understanding activations and gradients, and implementing modern architectures like GPT. It is designed for individuals with basic Python knowledge and a general understanding of calculus, aiming to build competence and intuition in neural network development.
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