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python internals

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The spelled-out intro to neural networks and backpropagation: building micrograd2:25:52

The spelled-out intro to neural networks and backpropagation: building micrograd

4.4M views • 4 years ago
Andrej Karpathy
Andrej Karpathy's first Neural Networks: Zero to Hero lecture, which builds micrograd, a tiny autograd engine, from scratch in Python. It explains backpropagation and neural network training step by step, assuming only basic Python and some high-school calculus.
Topic match · Python, Ruby & scripting languages
01 - Course Introduction & Relational Model (CMU Databases Systems / Fall 2019)1:06:44

01 - Course Introduction & Relational Model (CMU Databases Systems / Fall 2019)

248K views • 7 years ago
CMU Database Group
The first lecture of Andy Pavlo's CMU 15-445 Intro to Database Systems (Fall 2019), covering course introduction and the relational model.