COURSES
Challenging Courses with Projects, Quizzes, and Progress-Tracking
Neural Networks from Scratch
This course will teach you the foundational ideas of how neural networks work, and how you can build one from scratch. This is the first course in the "From Scratch" series.
Backpropagation from Scratch
This course will teach you how backpropagation works by building a tiny backpropagation engine from scratch, then using it to train a neural network. This is the second course in the "From Scratch" series.
Optimizing Training from Scratch
This course will teach you how to take a working neural network and make it learn faster, generalize better, and train more reliably. This is the third course in the "From Scratch" series.
Neural Architectures from Scratch (Planned)
This course will teach you how neural network architectures beyond the simple feed-forward network work, building each one from scratch. This is the fourth course in the "From Scratch" series.
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