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Learn to program a neural network from scratch in this 58-minute lecture that provides hands-on implementation experience with fundamental neural network concepts. Follow along with the provided Jupyter notebook to build and understand the core components of neural networks, including logic neurons and their programming implementation. Gain practical coding skills while exploring the mathematical foundations that underpin neural network architectures, with step-by-step guidance through the programming process that bridges theoretical concepts with real-world implementation techniques.
Syllabus
Lesson 02 – Programming a neural network
Taught by
Alfredo Canziani