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Road to Generative AI - Part 4: Manual Backward Pass In this post, we will explore the manual backward pass of a neural network.
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Road to Generative AI - Part 3: A deep dive into model initialization In this post, we will explore the importance of model initialization and how it can affect the training of a neural network.
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Road to Generative AI - Part 2: Text Generation with MLP In this post, we will explore text generation using Multi-Layer Perceptron (MLPs) and their implementation in Python using PyTorch.
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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.