Welcome to NMEP! This simple hub will give you access to all the slides, links and homeworks.
| Date | Lecture Slides | Homework | Topics | Lecturer |
|---|---|---|---|---|
| 09/15/2021 | Intro to ML | Overview of ML | Tej | |
| 09/20/2021 | Data | Data Cleaning, Feature Engineering | Harshika | |
| 09/27/2021 | Classical ML | SVM, Decision Trees, Random Forests | Tej | |
| 10/04/2021 | Neural Network Basics | Backpropagation | Vedant | |
| 10/11/2021 | Conv. Nets Part 1 | Computer Vision | Ruchir | |
| 10/18/2021 | Conv. Nets Part 2 | Computer Vision | Jeremy | |
| 10/25/2021 | Project Release | |||
| 11/01/2021 | Final Exam | Death | ||
| 11/08/2021 | Natural Language Processing and Transformers | Natural Language | Vedant | |
| 11/15/2021 | Pipelining + AI Ethics | Ruchir + Harshika | ||
| 11/22/2021 | Reinforcement Learning | Jeremy | ||
| 09/29/2021 | Unsupervised Learning + GANs | Tej | ||
| 12/06/2021 | Project Presentation | YAY |