TJ Machine Learning Club
Making AI more accessible
Join Us TodaySchedule
| Date | Description | Course Materials |
|---|---|---|
| September 12, 2018 | Machine Learning Club Overview | |
| September 12, 2018 | Intro to ML | |
| September 26, 2018 | Decision Trees | |
| October 3, 2018 | Decision Trees Continued Random Forests | PDF 1 PDF 2 |
| October 17, 2018 | Support Vector Machines | |
| October 24, 2018 | Neural Networks Part 1: Introduction |
PDF Problem Set |
| October 31, 2018 | Neural Networks Part 2: Forward/Backward Propagation | |
| November 14, 2018 | Neural Networks Part 3: Hyperparameter Tuning |
PDF |
| November 19, 2018 | Using Google Colab and Keras |
PDF |
| November 28, 2018 | Convolutional Neural Networks |
PDF |
| December 19, 2018 | Naive Bayes |
PDF |
| January 9, 2019 | K-means clustering |
PDF |
| January 16, 2019 | Recurrent Neural Networks, LSTMs and GRUs |
PDF |
| March 13, 2019 | Generative Adversarial Networks |
PDF |
| March 20, 2019 | Adversarial Attacks |
PDF |
Guest Lectures |
| March 27th, 2019 | Genetic Algorithms |
PDF |
| April 10th, 2019 | Markov Models and Hidden Markov Models |
PDF |
| April 24th, 2019 | More About CNNs |
PDF |
| April 30th, 2019 | Recommender Systems |
PDF |
| April 30th, 2019 | Reinforcement Learning |
PDF |
| May 7th, 2019 | Policy Gradients |
PDF |
| May 7th, 2019 | Reinforcement Learning in AlphaZero |
PDF |
| May 15th, 2019 | Topic Modeling in NLP |
PDF |
| May 22nd, 2019 | Ensemble Learning |
PDF |
| May 22nd, 2019 | Meta Learning |
PDF |
| June 3rd, 2019 | Concept Drift Adaptation |
PDF |
| June 3rd, 2019 | GANS II |
PDF |