TJ Machine Learning Club
Making AI more accessible
Schedule
| Date | Description | Course Materials |
|---|---|---|
| October 7, 2020 | Multi-agent Systems and Game Theory |
Advanced Group Overview PDF
Video Discord Server for Q&A |
| October 14, 2020 | Visualizing and Understanding Neural Networks |
Video
Slides Lecture/Discussion Signups |
| October 21, 2020 | Intro to Recent Advancements in Deep Reinforcement Learning |
Video
Slides |
| November 4, 2020 | Intelligent AI-based Game Playing with Reinforcement Learning |
Video
Slides |
| November 11, 2020 | No Game (Theory) No Life: The Machine Learning Approach to Playing Games | |
| November 18, 2020 | Graph Neural Networks |
Video
Slides |
| December 9, 2020 | Self Attention |
Video
Slides |
| December 16, 2020 | Multi-Agent Deep Deterministic Policy Gradient | Video |
| January 6, 2021 | Ensemble Learning |
Video
Slides |
| January 21, 2021 | Autonomous Vehicles Discussion | |
| January 27, 2021 | Quantum Machine Learning |
Video
Slides |
| February 10, 2021 | Biological Applications of AI |
Slides
Additional Resources |
| February 17, 2021 | Applications of ML in Cybersecurity | Video |
| February 24, 2021 | Generative Algorithms | Video |
| March 17, 2021 | Machine Learning in Music | Slides |
| March 24, 2021 | Machine Learning in Computer Vision | Slides
Video |
| April 7, 2021 | Intersection of Compuer Vision and Natural Language Processing | Video |
| April 14, 2021 | NLP for Question Answering Systems | |
| April 28, 2021 | Bayesian Networks |
Video
Slides |
| May 12, 2021 | Recommender Systems |
Video
Slides |
| May 19, 2021 | Neuroevolution-NEAT | Video |
| May 26, 2021 | YOLO |
Video
Slides |