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Road to Generative AI - Part 1: Bigram Models, Neural Networks A gentle introduction to bigram models and simple neural networks and their implementation in python using Pytorch.
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Road to Deep Learning - Part 3: Deep Neural Network and Multi-class classifier A gentle introduction to Deep Neural Networks and their implementations in python.
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Road to Deep Learning - Part 2: Neural Network A gentle introduction to Neural Networks and their implementations in python.
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Road to Deep Learning - Part 1: Logistic Regression A gentle introduction to Logistic Regression and its implementation in python.