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Neural Networks from Scratch: The Micrograd Way

Embark on a journey to understand the inner workings of Neural Networks with Micrograd. This course provides a hands-on approach, building a neural network from scratch using Andrej Karpathy's Micrograd engine. Learn the fundamental principles of backpropagation, gradient descent, and network architecture without relying on complex libraries.

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Lessons
4
Price
Free
Course Curriculum

What you'll learn

2 Modules
4 Lessons
~20m total
01
01
Module 01
Micrograd Fundamentals
Explore the core concepts of Micrograd and its application in building a simple neural network.
2 lessons10 min
0%
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02
02
Module 02
Neural Network Training
Learn how to train a neural network built with Micrograd using backpropagation and gradient descent.
2 lessons10 min🔒 Locked
0%
▾
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Certificate of Completion
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Neural Networks from Scratch: The Micrograd Way
16/05/2026
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