Deep Learning Systems Course

24 - Machine Learning Compilation and Deployment Implementation

Deep Learning Systems Course

23 - Model Deployment

Deep Learning Systems Course

Lecture 21 - Transformer Implementation

Deep Learning Systems Course

Lecture 20 - Transformers and Attention

Deep Learning Systems Course

Lecture 19 - RNN Implementation

Deep Learning Systems Course

Lecture 18 - Sequence Modeling and Recurrent Networks

Deep Learning Systems Course

Lecture 17 - Generative Adversarial Networks Implementation

Deep Learning Systems Course

Lecture 16 - Generative Adversarial Networks

Deep Learning Systems Course

Lecture 15 - Training Large Models

Deep Learning Systems Course

Lecture 14 - Implementing Convolutions

Deep Learning Systems Course

Lecture 13 - Hardware Acceleration Implemention

Deep Learning Systems Course

Lecture - 12 GPU Acceleration

Deep Learning Systems Course

Lecture 11 - Hardware Acceleration

Deep Learning Systems Course

Lecture 10 - Convolutional Networks

Deep Learning Systems Course

Lecture 9 - Normalization and Regularization

Deep Learning Systems Course

Lecture 8 - Neural Network Library Implementation

Deep Learning Systems Course

Lecture 7 - Neural Network Abstractions

Deep Learning Systems Course

Lecture 6 - Fully connected networks, optimization, initialization

Deep Learning Systems Course

Lecture 5 - Automatic Differentiation Implementation

Deep Learning Systems Course

Lecture 4 - Automatic Differentiation

Deep Learning Systems Course

Lecture 3 (Part II) - Manual Neural Networks

Deep Learning Systems Course

Lecture 3 (Part I) - Manual Neural Networks

Deep Learning Systems Course

Lecture 1 - Introduction and Logistics

Deep Learning Systems Course

Lecture 2 - ML Refresher Softmax Regression

Deep Learning Systems Course

Deep Learning Systems Online Course Teaser

Deep Learning Systems Course