41videosCS885 Reinforcement Learning - Spring 2018 - University of Waterloo
Pascal PoupartPlaylist · 41 videos · 24 h 22 min
Pascal Poupart
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41videos
31videosCS480/680 Intro to Machine Learning - Spring 2019 - University of Waterloo
Pascal PoupartPlaylist · 31 videos · 27 h 3 min
CS480/680 Lecture 19: Attention and Transformer Networks
Advanced373K views
Pascal Poupart's University of Waterloo lecture on attention and transformer networks, worked through on the board.
1:29:21CS480/680 Lecture 10: Multi-layer neural networks and backpropagation
Advanced6.71K views
A 89-minute video from Pascal Poupart's catalogue; the title names its topic.
1:16:14CS480/680 Lecture 11: Kernel Methods
Advanced10.8K views
A 76-minute video from Pascal Poupart's catalogue; the title names its topic.
1:11:15CS480/680 Lecture 12: Gaussian Processes
Advanced39.8K views
A 71-minute video from Pascal Poupart's catalogue; the title names its topic.
1:17:43CS480/680 Lecture 13: Support vector machines
Advanced6.22K views
A 78-minute video from Pascal Poupart's catalogue; the title names its topic.
28:42CS480/680 Lecture 14: Support vector machines (continued)
2.75K views
A 29-minute video from Pascal Poupart's catalogue; the title names its topic.
1:31:06CS480/680 Lecture 15: Deep neural networks
Advanced6.35K views
A 91-minute video from Pascal Poupart's catalogue; the title names its topic.
1:15:18CS480/680 Lecture 16: Convolutional neural networks
Advanced6.69K views
A 75-minute video from Pascal Poupart's catalogue; the title names its topic.
1:01:31CS480/680 Lecture 17: Hidden Markov Models
Advanced21.6K views
A 62-minute video from Pascal Poupart's catalogue; the title names its topic.
1:40:41CS480/680 Lecture 18: Recurrent and recursive neural networks
Advanced24.9K views
A 101-minute video from Pascal Poupart's catalogue; the title names its topic.
1:04:49CS480/680 Lecture 1: Course Introduction
Advanced61.5K views
A 65-minute video from Pascal Poupart's catalogue; the title names its topic.
38:58CS480/680 Lecture 20: Autoencoders
Advanced21.1K views
A 39-minute video from Pascal Poupart's catalogue; the title names its topic.
55:51CS480/680 Lecture 21: Generative networks (variational autoencoders and GANs)
Advanced17.4K views
A 56-minute video from Pascal Poupart's catalogue; the title names its topic.
1:07:24CS480/680 Lecture 22: Ensemble learning (bagging and boosting)
Advanced10.4K views
A 67-minute video from Pascal Poupart's catalogue; the title names its topic.
1:05:23CS480/680 Lecture 23: Normalizing flows (Priyank Jaini)
Advanced21.9K views
A 65-minute video from Pascal Poupart's catalogue; the title names its topic.
1:14:55CS480/680 Lecture 24: Gradient boosting, bagging, decision forests
Advanced8.13K views
A 75-minute video from Pascal Poupart's catalogue; the title names its topic.
1:29:23CS480/680 Lecture 2: K-nearest neighbours
Advanced22.3K views
A 89-minute video from Pascal Poupart's catalogue; the title names its topic.
51:00CS480/680 Lecture 3: Linear Regression
Advanced
A 51-minute video from Pascal Poupart's catalogue; the title names its topic.
1:10:47CS480/680 Lecture 4: Statistical Learning
Advanced12.8K views
A 71-minute video from Pascal Poupart's catalogue; the title names its topic.
1:13:25CS480/680 Lecture 5: Statistical Linear Regression
Advanced
A 73-minute video from Pascal Poupart's catalogue; the title names its topic.
9:17CS480/680 Lecture 6: EM and mixture models (Guojun Zhang)
Advanced2.14K views
A 9-minute video from Pascal Poupart's catalogue; the title names its topic.
8:31CS480/680 Lecture 6: Fact checking and reinforcement learning (Vik Goel)
Advanced1.66K views
A 9-minute video from Pascal Poupart's catalogue; the title names its topic.
6:00CS480/680 Lecture 6: Kaggle datasets and competitions
Advanced2.36K views
A 6-minute video from Pascal Poupart's catalogue; the title names its topic.
6:24CS480/680 Lecture 6: Model compression for NLP (Ashutosh Adhikari)
Advanced1.99K views
A 6-minute video from Pascal Poupart's catalogue; the title names its topic.
8:49CS480/680 Lecture 6: Normalizing flows (Priyank Jaini)
Advanced4.85K views
A 9-minute video from Pascal Poupart's catalogue; the title names its topic.
8:58CS480/680 Lecture 6: Sum-product networks (Pranav Subramani)
Advanced3.81K views
A 9-minute video from Pascal Poupart's catalogue; the title names its topic.
9:59CS480/680 Lecture 6: Tools for surveys (Paulo Pacheco)
Advanced2.4K views
A 10-minute video from Pascal Poupart's catalogue; the title names its topic.
9:13CS480/680 Lecture 6: Unsupervised word translation (Kira Selby)
Advanced2.83K views
A 9-minute video from Pascal Poupart's catalogue; the title names its topic.
1:00:59CS480/680 Lecture 7: Mixture of Gaussians
Advanced8.36K views
A 61-minute video from Pascal Poupart's catalogue; the title names its topic.
1:34:44CS480/680 Lecture 8: Logistic regression and generalized linear models
Advanced9.12K views
A 95-minute video from Pascal Poupart's catalogue; the title names its topic.
1:16:23CS480/680 Lecture 9: Perceptrons and single layer neural nets
Advanced8.13K views
A 76-minute video from Pascal Poupart's catalogue; the title names its topic.
1:22:28CS885 Lecture 10: Bayesian RL
Advanced9.76K views
A 82-minute video from Pascal Poupart's catalogue; the title names its topic.
29:29CS885 Lecture 11a: Hidden Markov Models
Advanced6.34K views
A 29-minute video from Pascal Poupart's catalogue; the title names its topic.
43:37CS885 Lecture 11b: Partially Observable RL
Advanced7.44K views
A 44-minute video from Pascal Poupart's catalogue; the title names its topic.
28:11CS885 Lecture 12: Deep Recurrent Q-Networks
Advanced4.59K views
A 28-minute video from Pascal Poupart's catalogue; the title names its topic.
20:18CS885 Lecture 13a: Playing FPS Games with Deep RL (presenter: Mark Iwanchyshyn)
Advanced1.08K views
A 20-minute video from Pascal Poupart's catalogue; the title names its topic.