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schedule
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Schedule
Video of the lectures will be available via the echo360 portal of the course
| Topics | Reading | Assignments | |
|---|---|---|---|
| Week 1: August 25,27 | |||
| Tuesday | Course introduction ( slides). | Sections 1.1 and 1.2 in the textbook | |
| Thursday | Course introduction (continued). Linear models and the perceptron algorithm ( slides) | Chapters 1,3.1 in the textbook | |
| Week 2: September 1,3 | |||
| Tuesday | Linear models (continued). Short intro to python [ notes ] | Chapters 1,3.1 in the textbook | Assignment 1 is available. Due date: 9/17. |
| Thursday | More Python; code for the perceptron. Linear regression ( slides) | Chapter 3.2 | |
| Week 3: September 8,10 | |||
| Tuesday | Linear regression (continued). Intro to latex | Chapter 3.2 | |
| Thursday | Logistic regression ( slides) | Chapter 3.3 | |
| Week 4: September 15,17 | |||
| Tuesday | Overfitting ( slides) | Chapters 2.3,4.1 | |
| Thursday | Regularization ( slides) | Chapter 4.2, 4.2.2 | Assignment 2 is available. Due date: 10/1. |
schedule.1442510707.txt.gz · Last modified: 2016/08/09 10:25 (external edit)
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