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Learn how to use Google Colab for coding, data science, and AI projects with this beginner-friendly guide. Free GPU access ...
Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...
Cryptocurrency markets operate 24/7, creating constant opportunities for beginners to capitalize on. Buying and holding real digital assets like Bitcoin or Ethereum is simpler and safer for newcomers ...
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This is my journey to implement NNs from first principles, one neuron at a time. In this notebook we build a neural network with 2 neurons in layer 1, and 1 neuron in layer 2. We then visualize how it ...
Abstract: Activation functions are pivotal in neural networks, determining the output of each neuron. Traditionally, functions like sigmoid and ReLU have been static and deterministic. However, the ...