Simple Neural Network in Python with Math behind it
Neural networks are one of the most powerful tools in machine learning, capable of recognizing patterns, classifying images, and even generating text. But wh...
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Generative AI 2: Neural Networks
A neural network is a computational model inspired by the way biological neural networks work. It is composed of layers of neurons (nodes), which are connect...
Generative AI 1.4: Optimization Techniques
Optimization refers to the process of finding the best parameters for a model to minimize (or maximize) some objective function, typically the loss function ...
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Probability and Statistics for Generative AI
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Calculus for Generative AI