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schedule [2015/09/15 11:11] asa |
schedule [2016/08/25 14:00] asa |
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| ^ Topics ^ Reading ^ Assignments ^ | | ^ Topics ^ Reading ^ Assignments ^ | ||
- | ^ Week 1: August 25,27 | | | | | + | ^ Week 1: August 23,25 | | | | |
| Tuesday | Course introduction ({{wiki:01_intro.pdf | slides}}). | Sections 1.1 and 1.2 in the textbook | | | | Tuesday | Course introduction ({{wiki:01_intro.pdf | slides}}). | Sections 1.1 and 1.2 in the textbook | | | ||
- | | Thursday | Course introduction (continued). Linear models and the perceptron algorithm ({{wiki:02_linear.pdf | slides}}) | Chapters 1,3.1 in the textbook | | | + | | Thursday | Course introduction (continued). Linear models ({{wiki:01_intro.pdf | slides}}). | Chapters 1,3.1 in the textbook | | |
- | ^ Week 2: September 1,3 | | | | | + | ^ Week 2: August 30, Sept 1 | | | | |
- | | Tuesday | Linear models (continued). Short intro to python [ [[notes:python_getting_started | notes]] ] | Chapters 1,3.1 in the textbook | [[assignments:assignment1 | Assignment 1]] is available. Due date: 9/15. | | + | | Tuesday | Linear models and the perceptron algorithm (continued). Short intro to python [ [[notes:python_getting_started | notes]] ] | Chapters 1,3.1 in the textbook | | |
- | | Thursday | More Python; [[code:perceptron | code]] for the perceptron. Linear regression ({{wiki:03_linear_regression.pdf | slides}}) | Chapter 3.2 | | | + | | Thursday | More Python; [[code:perceptron | code]] for the perceptron. Linear regression | Chapter 3.2 | | |
- | ^ Week 3: September 8,10 | | | | | + | ^ Week 3: September 6,8 | | | | |
| Tuesday | Linear regression (continued). Intro to latex | Chapter 3.2 | | | | Tuesday | Linear regression (continued). Intro to latex | Chapter 3.2 | | | ||
- | | Thursday | Logistic regression ({{wiki:04_logistic_regression.pdf | slides}}) | Chapter 3.3 | | | + | | Thursday | Logistic regression | Chapter 3.3 | | |
- | ^ Week 4: September 15,17 | | | | | + | |
- | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 in the textbook | | | + | ... |
- | | Thursday | Regularization | Chapter 4.2, 4.2.2 | | | + | |< 100% 18% 40% 19% 13% >| |
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+ | ^ Week 15: December 6,8 | | | | | ||
+ | | Tuesday | Course summary | | | | ||
+ | | Thursday | Poster session | | | | ||
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