This page contains an outline of the topics, content, and assignments for the semester.
Note that this schedule will be updated as the semester progresses, with all changes documented here.
| 1 |
Jan. 7 |
Overview |
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Jan. 10 |
Essential Celluar Biology |
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| 2 |
Jan. 14 |
Essential Celluar Biology (continued) |
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Jan. 17 |
Essential Celluar Biology (continued) |
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| 3 |
Jan. 21 |
Essential Bioinformatis Skills |
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Jan. 24 |
Introduction to Machine Learning |
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| 4 |
Jan. 28 |
Decision Trees |
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Jan. 31 |
Linear Regression |
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| 5 |
Feb. 4 |
Logistic Regression |
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Feb. 7 |
Linear Models (Continued) |
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Feb. 10 |
Scientific Paper Proposal |
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Paper |
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| 6 |
Feb. 11 |
Performance Evaluation |
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Feb. 14 |
Hyper parameter Tuning |
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Feb. 14 |
Project Proposal Deadline |
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Proposal |
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Feb. 18 |
Reading week |
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Feb. 21 |
Reading week |
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Feb. 21 |
Assignment 1 Submission Deadline |
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A1 |
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| 7 |
Feb. 25 |
Midterm examination |
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Midterm |
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Feb. 28 |
Bias-Variance Tradeoff |
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| 8 |
Mar. 4 |
Machine Learning Engineering |
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Mar. 7 |
Introduction to Deep Learning |
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| 9 |
Mar. 11 |
Deep Learning Training |
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Mar. 14 |
Deep Learning Architectures |
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| 10 |
Mar. 18 |
Maram El-Azouni & Rebecca Tobin |
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Mar. 18 |
Peizhou Zhang & Qilin Wu |
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Mar. 18 |
Geet Choudhari |
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Mar. 21 |
James Couture |
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Mar. 21 |
Ayman Fakri & Lanney Wang |
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Mar. 21 |
Stacy Guo & Lubing Yang |
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| 11 |
Mar. 25 |
Jie Wang |
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Mar. 25 |
Steven Sun & Hong Qian Zhao |
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Mar. 25 |
Siavash Khalaj |
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Mar. 25 |
Yi Chen |
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Mar. 26 |
Assigment 2 Submission Deadline |
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A2 |
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Mar. 28 |
Ziyang Mao & Kaixi Xu |
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Mar. 28 |
Steven Wilson |
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Mar. 28 |
Nicole Sabourin |
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Mar. 28 |
Rang Zhang |
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| 12 |
Apr. 1 |
Patricia Huang & Alan Zou |
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Apr. 1 |
Mahyar Sadeghi Garjan |
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Apr. 1 |
Amirhossein Ebrahimi & Hoda Vaf |
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Apr. 4 |
Marc Wu, Matthieu Vilain |
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Apr. 4 |
Jean-Marie Kouamé N’Dah |
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Apr. 7 |
Project Report Submission |
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Report |
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Apr. 10 |
Final Examination, 7:00 PM - 10:00 PM, CRX C407 |
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Final |
The lecture notes from the year 2019 can be found here.