TDM 40100
Assignment Schedule
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Only the best 10 of 14 projects will count towards your grade. |
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Topics are subject to change. While this is a rough sketch of the project topics, we may adjust the topics as the semester progresses. |
Assignment |
Release Date |
Due Date |
Syllabus Quiz |
Aug 19, 2024 |
Aug 30, 2024 |
Academic Integrity Quiz |
Aug 19, 2024 |
Aug 30, 2024 |
Project 1 - Intro to ML - Using Anvil |
Aug 19, 2024 |
Aug 30, 2024 |
Project 2 - Intro to ML - Basic Concepts |
Aug 22, 2024 |
Aug 30, 2024 |
Project 3 - Intro to ML - Data Preprocessing |
Aug 29, 2024 |
Sep 06, 2024 |
Project 4 - Classifiers - Basics of Classification |
Sep 05, 2024 |
Sep 13, 2024 |
Outside Event 1 |
Aug 19, 2024 |
Sep 13, 2024 |
Project 5 - Classifiers - K-Nearest Neighbors (KNN) I |
Sep 12, 2024 |
Sep 20, 2024 |
Project 6 - Classifiers - K-Nearest Neighbors (KNN) II |
Sep 19, 2024 |
Sep 27, 2024 |
Project 7 - Classifiers - Decision Trees |
Sep 26, 2024 |
Oct 04, 2024 |
Outside Event 2 |
Aug 19, 2024 |
Oct 04, 2024 |
Project 8 - Classifiers - Decision Tree Ensembles |
Oct 03, 2024 |
Oct 18, 2024 |
Project 9 - Regression: Basics |
Oct 17, 2024 |
Oct 25, 2024 |
Project 10 - Regression: Perceptrons |
Oct 24, 2024 |
Nov 01, 2024 |
Project 11 - Regression: Artificial Neural Networks (ANN) - Multilayer Perceptron (MLP) |
Oct 31, 2024 |
Nov 08, 2024 |
Outside Event 3 |
Aug 19, 2024 |
Nov 08, 2024 |
Project 12 - Regression: Bayesian Ridge Regression |
Nov 7, 2024 |
Nov 15, 2024 |
Project 13 - Hyperparameter Tuning |
Nov 14, 2024 |
Nov 29, 2024 |
Project 14 - Class Survey |
Nov 21, 2024 |
Dec 06, 2024 |
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Projects are released on Thursdays, and are due 1 week and 1 day later on the following Friday, by 11:59pm. Late work is not accepted. We give partial credit for work you have completed — always submit the work you have completed before the due date. If you do not submit the work you were able to get done, we will not be able to give you credit for the work you were able to complete. Each week, we will announce in Piazza that a project is officially released. Some projects, or parts of projects may be released in advance of the official release date. Work on projects ahead of time at your own risk. These projects are subject to change until the official release announcement in Piazza. |