Deep Learning Systems Course
24 - Machine Learning Compilation and Deployment Implementation
36:37
Deep Learning Systems Course
23 - Model Deployment
42:53
Deep Learning Systems Course
Lecture 21 - Transformer Implementation
1:01:13
Deep Learning Systems Course
Lecture 20 - Transformers and Attention
1:10:16
Deep Learning Systems Course
Lecture 19 - RNN Implementation
54:34
Deep Learning Systems Course
Lecture 18 - Sequence Modeling and Recurrent Networks
1:10:48
Deep Learning Systems Course
Lecture 17 - Generative Adversarial Networks Implementation
35:26
Deep Learning Systems Course
Lecture 16 - Generative Adversarial Networks
38:05
Deep Learning Systems Course
Lecture 15 - Training Large Models
46:37
Deep Learning Systems Course
Lecture 14 - Implementing Convolutions
1:19:42
Deep Learning Systems Course
Lecture 13 - Hardware Acceleration Implemention
50:09
Deep Learning Systems Course
Lecture - 12 GPU Acceleration
44:20
Deep Learning Systems Course
Lecture 11 - Hardware Acceleration
45:22
Deep Learning Systems Course
Lecture 10 - Convolutional Networks
1:08:31
Deep Learning Systems Course
Lecture 9 - Normalization and Regularization
1:19:30
Deep Learning Systems Course
Lecture 8 - Neural Network Library Implementation
55:49
Deep Learning Systems Course
Lecture 7 - Neural Network Abstractions
59:59
Deep Learning Systems Course
Lecture 6 - Fully connected networks, optimization, initialization
1:26:56
Deep Learning Systems Course
Lecture 5 - Automatic Differentiation Implementation
1:05:57
Deep Learning Systems Course
Lecture 4 - Automatic Differentiation
1:03:35
Deep Learning Systems Course
Lecture 3 (Part II) - "Manual" Neural Networks
47:41
Deep Learning Systems Course
Lecture 3 (Part I) - "Manual" Neural Networks
53:39
Deep Learning Systems Course
Lecture 1 - Introduction and Logistics
57:55
Deep Learning Systems Course
Lecture 2 - ML Refresher / Softmax Regression
1:20:01
Deep Learning Systems Course
Deep Learning Systems Online Course Teaser
2:36