Week 4, Day 3 - Forward Propagation, Backward Propagation & Gradient Descent in Neural Network

Week 4, Day 4 - Batches, Iterations, Epochs & Learning Rate in Neural Network

Niharika Batra · Gradient Descent · Forward Propagation · Neural Network Training

Week 4, Day 2 - Inside a Neuron: From Vectors to Embeddings, Weights & Activation

Niharika Batra · Forward Propagation · Backpropagation · embedding

Week 4, Day 7 - A Week of Neural Networks, In One Picture

Niharika Batra · Gradient Descent · Backpropagation · Learning Rate

Autoencoder

AI by Hand ✍️ · Gradient Descent · Backpropagation · Neural Network

The Perceptron

The Polymathic Engineer · bias · weights · activation function

Logistic Regression

The Polymathic Engineer · Gradient Descent · Machine learning fundamentals · Gradient descent

Week 4, Day 5 - From Neural Networks to Deep Learning

Niharika Batra · Machine learning fundamentals · Backpropagation · Same publication

Week 2, Day 2: Linear Regression - Your First Supervised Machine Learning Algorithm

Niharika Batra · Machine learning fundamentals · linear regression