Nipun Batra

1D Convolutions Module 11 Ep 10

Nipun Batra

Parameter Counting Module 11 Ep 9

Nipun Batra

Multiple Channels Module 11 Ep 6

Nipun Batra

LeNet-5 Architecture Module 11 Ep 8

Nipun Batra

Strides and Pooling Module 11 Ep 5

Nipun Batra

Building a Conv Layer Module 11 Ep 7

Nipun Batra

Why CNNs Module 11 Ep 1

Nipun Batra

Padding Module 11 Ep 4

Nipun Batra

Output Size and Edge Problems Module 11 Ep 3

Nipun Batra

The Convolution Operation Module 11 Ep 2

Nipun Batra

Character Embeddings Module 10 Ep 4

Nipun Batra

Building the Training Set Module 10 Ep 3

Nipun Batra

Generating New Names Module 10 Ep 8

Nipun Batra

Training with Cross-Entropy Module 10 Ep 7

Nipun Batra

The Full Architecture Module 10 Ep 6

Nipun Batra

The Indian Names Dataset Module 10 Ep 2

Nipun Batra

The Embedding Lookup Module 10 Ep 5

Nipun Batra

What is Next Token Prediction Module 10 Ep 1

Nipun Batra

Why Automatic Differentiation Module 9 Ep 1

Nipun Batra

Full Backward Pass Example Module 9 Ep 4

Nipun Batra

Building an Autograd Engine Module 9 Ep 5

Nipun Batra

Backpropagation Through a Graph Module 9 Ep 3

Nipun Batra

Computational Graphs Module 9 Ep 2

Nipun Batra

Activation Functions Module 8 Ep 5

Nipun Batra

Parameter Counting Module 8 Ep 10

Nipun Batra

Forward Propagation Module 8 Ep 7

Nipun Batra

XOR Solved by an MLP Module 8 Ep 9

Nipun Batra

The Perceptron Module 8 Ep 2

Nipun Batra

Vectorized Forward Propagation Module 8 Ep 8

Nipun Batra

The Multi-Layer Perceptron Module 8 Ep 6

Nipun Batra