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

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

Niharika Batra · Gradient Descent · Backpropagation · Learning Rate

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

Niharika Batra · Gradient Descent · Backpropagation · Learning Rate

Autoencoder

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

Week 5, Day 2 - The Big Picture of a Transformer

Niharika Batra · attention · self-attention · Embeddings

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

Niharika Batra · Machine learning fundamentals · deep learning · Backpropagation

Week 5, Day 1 - Attention Is All You Need

Niharika Batra · Neural Networks · Attention mechanism · Neural networks

Week 4, Day 6 - CNNs, RNNs & Transformers - Why Neural Networks Have Different Architectures

Niharika Batra · attention · Neural networks · Large Language Models

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

Niharika Batra · Backpropagation · Machine learning fundamentals · Same publication