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Video of the lectures will be available via the echo360 portal of the course
Topics | Reading | Assignments | |
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Week 1: August 23,25 | |||
Tuesday | Course introduction ( slides). | Sections 1.1 and 1.2 in the textbook | |
Thursday | Course introduction (continued). Linear models ( slides). | Chapters 1,3.1 in the textbook | Assignment 1 is available. |
Week 2: August 30, Sept 1 | |||
Tuesday | Linear models and the perceptron algorithm (continued). Short intro to python [ notes ] | Chapters 1,3.1 in the textbook | |
Thursday | More Python; code for the perceptron. Linear regression | Chapter 3.2 | |
Week 3: September 6,8 | |||
Tuesday | Linear regression (continued). Intro to latex | Chapter 3.2 | |
Thursday | Logistic regression | Chapter 3.3 |
…
Week 15: December 6,8 | |||
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Tuesday | Course summary | ||
Thursday | Poster session |