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Learning AI from First Principles: Perceptrons to Transformers Series' Articles

Back to Nilavukkarasan R's Series

Nilavukkarasan R

Feb 15

Perceptron: The Foundation of Modern AI

#perceptron #neuralnetworks #ai

4 min read

Nilavukkarasan R

Feb 17

Multi Layer Perceptron: From Lines to Curves - The Hidden Layer

#ai #deeplearning #mlp

5 min read

Nilavukkarasan R

Feb 19

Backpropagation: Errors Flow Backward, Knowledge Flows Forward

#ai #backpropagation #machinelearning #neuralnetworks

6 min read

Nilavukkarasan R

Mar 4

Neural Network Optimizers: From Baby Steps to Intelligent Learning

#ai #neuralnetworks #deeplearning

5 min read

Nilavukkarasan R

Mar 13

Regularization: Fighting Overfitting

#ai #machinelearning #regularization #weightdecay

8 min read