schedule
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schedule [2015/07/29 12:14] asa |
schedule [2015/09/15 11:12] asa |
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| Video of the lectures will be available via the echo360 portal of the course | Video of the lectures will be available via the echo360 portal of the course | ||
| - | ===== August ===== | ||
| - | |< 100% 17% 40% 20% 13% >| | + | |< 100% 18% 40% 19% 13% >| |
| | ^ Topics ^ Reading ^ Assignments ^ | | ^ Topics ^ Reading ^ Assignments ^ | ||
| - | ^ Week 1: August 26-30 | | | | | + | ^ Week 1: August 25,27 | | | | |
| | 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). Short intro to python [ [[notes:python_getting_started | notes]] ]. | 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 | | |
| + | ^ Week 2: September 1,3 | | | | | ||
| + | | 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: 9/17. | | ||
| + | | Thursday | More Python; [[code:perceptron | code]] for the perceptron. Linear regression ({{wiki:03_linear_regression.pdf | slides}}) | Chapter 3.2 | | | ||
| + | ^ Week 3: September 8,10 | | | | | ||
| + | | Tuesday | Linear regression (continued). Intro to latex | Chapter 3.2 | | | ||
| + | | Thursday | Logistic regression ({{wiki:04_logistic_regression.pdf | slides}}) | Chapter 3.3 | | | ||
| + | ^ Week 4: September 15,17 | | | | | ||
| + | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 | | | ||
| + | | Thursday | Regularization | Chapter 4.2, 4.2.2 | | | ||
| + | | ||
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schedule.txt · Last modified: 2016/12/05 10:38 by asa
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