TJ Machine Learning Club
Making AI more accessible
Schedule
| Date | Description | Course Materials |
|---|---|---|
| September 13, 2023 | Machine Learning Club Overview | Slides |
| September 20, 2023 | Intro to Python, Colab, and Kaggle | Slides |
| September 27, 2023 | Decision Trees 1 and Pandas Tutorial |
Slides Pandas Lab |
| October 4, 2023 | Decision Trees 2 | Slides |
| October 18, 2023 | Random Forests |
Slides Decision Trees Competition |
| October 25, 2023 | Student Research: Science & Engineering Fair |
Slides |
| November 1, 2023 | Decision Trees Jeopardy Review |
Jeopardy |
| November 15, 2023 | Support Vector Machines |
Slides |
| November 20, 2023 | K-Nearest Neighbors and Naive Bayes |
Slides |
| November 29, 2023 | Neural Networks: An Intuitive Introduction |
Slides |
| December 6, 2023 | Neural Networks: Backpropagation |
Slides |
| December 13, 2023 | Neural Networks: Hyperparameters |
Slides |
| January 3, 2024 | Neural Networks: Implementation & Review |
Slides |
| January 10, 2024 | Convolutional Neural Networks: The Convolution and Full Network |
Slides |
| January 24, 2024 | Convolutional Neural Networks: Backpropagation |
Slides Problem Set |
| January 31, 2024 | Autoencoder + GANs |
Slides |
| Feburary 14, 2024 | Recurrent Neural Networks (RNNs) |
Slides |
| February 21, 2024 | Reinforcement Learning |
Slides |
| February 28, 2024 | Code++ Collab: LLMs and Prompt Engineering | |
| March 6, 2024 | Reinforcement Learning (Part 2) |
Slides |
| March 13, 2024 | Diffusion Models |
Slides |