If you feel overwhelmed or have questions, ask on our slack!
python
or python3
. If a shell opens, note the version number. For Tensorflow to work effectively, we recommend using at least Python 3.6.7.pip install gym
. If this doesn’t work, try the variants: python -m pip install gym
or py -m pip install gym
or pip3 install gym
. This will be dependent upon what command you type in the shell to make Python run.pip install jupyter
[see variants above].Course Name | Course Number | Days and Time |
---|---|---|
Introduction to Data Science | CMPUT 191 | TH 14:00-15:20 |
Ethics of Data Science and Artificial Intelligence | CMPUT 200 | TH 11:00-12:20 |
Game Artificial Intelligence | CMPUT 256 | MWF 11:00-11:50 |
Introduction to Artificial Intelligence | CMPUT 261 | TH 9:30-10:50 |
Basics of Machine Learning | CMPUT 267 | TH 12:30-13:50 |
Games, Puzzles, Algorithms | CMPUT 355 | TH 9:30-10:50 |
Introduction to Reinforcement Learning | CMPUT 365 | MFW 13:00-13:50 |
Search and Planning in Artificial Intelligence | CMPUT 366 | TH 14:00-15:20 |
Intermediate Machine Learning | CMPUT 367 | TH 15:30-16:50 |
Search, Knowledge and Simulation | CMPUT 455 | TH 14:00-15:20 |
Machine Learning | CMPUT 463 | TH 12:30-13:50 |
Artificial Intelligence Capstone | CMPUT 469 | TH 11:00-12:20 |
Machine Learning with Andrew Ng, Stanford University Universally recommended machine learning lectures by Andrew Ng, for beginner and intermediate level machine learning.
Elements of AI Free online course made by the University of Helsinki and Reaktor.
Reinforcement Learning with David Silver Older but popular lecture series by lead DeepMind researcher David Silver at King’s College London. Follows along with the first edition of Introduction to RL by Sutton and Barto.
Deep Learning and Reinforcement Learning Summer School 2018 These are the lecture videos from the 2018 DLRL summer school, held by CIFAR, Amii, and the Vector Institute in Toronto. The DLRL summer school is pretty competitive, but the lectures actually vary from introductory to advanced. Links to the slides are also included on the video pages.
Advanced Deep Learning and Reinforcement Learning with DeepMind A brand new lecture series (2018) done at UCL by a bunch of DeepMind staff.
Compiled r/MachineLearning Links This is a compilation of links created by the Machine Learning subreddit on reddit, containing various free resources