- 1: Linear Regression, basic numpy / matplotlib
- 2: Error Metrics, Vector norms, L1 loss regression, Polynomial Regression
- 3: Perceptrons, Gradient Descent, Logistic Regression, Decision Boundaries
- 4: Hopfield Neural Networks, Backpropagation, Feed-Forward Neural Network, Multilayer Perceptron
- 5: Tensorflow, Multilayer Neural networks, CNN, RNN
hukkelas / cogs181 Goto Github PK
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