55:00CS 198-126: Lecture 1 - Intro to Machine Learning
Intro
A 55-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 1 - Intro to Machine Learning”.
Machine Learning at Berkeley
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55:00
47:13CS 198-126: Lecture 10 - GANs
A 47-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 10 - GANs”.
46:52CS 198-126: Lecture 11 - Advanced GANs
A 47-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 11 - Advanced GANs”.
53:40CS 198-126: Lecture 12 - Diffusion Models
A 54-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 12 - Diffusion Models”.
42:09CS 198-126: Lecture 13 - Intro to Sequence Modeling
Intro
A 42-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 13 - Intro to Sequence Modeling”.
54:12CS 198-126: Lecture 14 - Transformers and Attention
A 54-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 14 - Transformers and Attention”.
49:27CS 198-126: Lecture 15 - Vision Transformers
A 49-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 15 - Vision Transformers”.
57:05CS 198-126: Lecture 16 - Advanced Object Detection and Semantic Segmentation
A 57-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 16 - Advanced Object Detection and Semantic Segmentation”.
30:24CS 198-126: Lecture 17 - 3-D Vision Survey, Part 1
A 30-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 17 - 3-D Vision Survey, Part 1”.
41:58CS 198-126: Lecture 18 - 3-D Vision Survey, Part 2
A 42-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 18 - 3-D Vision Survey, Part 2”.
1:03:46CS 198-126: Lecture 19 - Advanced Vision Pretraining
A 64-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 19 - Advanced Vision Pretraining”.
1:01:02CS 198-126: Lecture 2 - Intro to Deep Learning, Part 1
Intro
A 61-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 2 - Intro to Deep Learning, Part 1”.
27:22CS 198-126: Lecture 20 - Stylizing Images
A 27-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 20 - Stylizing Images”.
43:19CS 198-126: Lecture 21 - Generative Audio
A 43-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 21 - Generative Audio”.
32:16CS 198-126: Lecture 22 - Multimodal Learning
A 32-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 22 - Multimodal Learning”.
52:12CS 198-126: Lecture 3 - Intro to Deep Learning, Part 2
Intro
A 52-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 3 - Intro to Deep Learning, Part 2”.
56:48CS 198-126: Lecture 4 - Intro to Pretraining and Augmentations
Intro
A 57-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 4 - Intro to Pretraining and Augmentations”.
1:29:54CS 198-126: Lecture 5 - Intro to Computer Vision
Intro
A 90-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 5 - Intro to Computer Vision”.
1:02:28CS 198-126: Lecture 6 - Advanced Computer Vision Architectures
A 62-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 6 - Advanced Computer Vision Architectures”.
39:27CS 198-126: Lecture 7 - Object Detection
A 39-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 7 - Object Detection”.
46:27CS 198-126: Lecture 8 - Semantic Segmentation
A 46-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 8 - Semantic Segmentation”.
47:43CS 198-126: Lecture 9 - Autoencoders, VAEs, Generative Modeling
A 48-minute video from Machine Learning at Berkeley: “CS 198-126: Lecture 9 - Autoencoders, VAEs, Generative Modeling”.