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- Basic machine learning: - Supervised, unsupervised, reinforcement learning - Optimization: Objective function, loss function, ...
- Basic Machine Learning: - Data plotting using Matplotlib - Generating samples - Regression (overfitting, underfitting) - Loading the ...
- PyTorch & Neural Networks: - PyTorch intro (comparison with
- Recurrent Neural Networks - RNN, Bidirectional RNN, GRU - Minibatch and padding - Sequence to sequence (French-English ...
- Introduction.
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