schedule
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schedule [2016/09/01 12:27] asa |
schedule [2016/09/13 09:40] asa |
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| | Thursday | Course introduction (continued). | Sections 1.1 and 1.2 in the textbook | [[assignments:assignment1| Assignment 1]] is available. | | | Thursday | Course introduction (continued). | Sections 1.1 and 1.2 in the textbook | [[assignments:assignment1| Assignment 1]] is available. | | ||
| ^ Week 2: August 30, Sept 1 | | | | | ^ Week 2: August 30, Sept 1 | | | | | ||
| - | | Tuesday | Linear models ({{wiki:02_linear.pdf | slides}}). Short intro to python [ [[notes:python_getting_started | notes]] ] and Latex. | Chapters 1,3.1 in the textbook | | | + | | Tuesday | Linear models ({{wiki:02_linear.pdf | slides}}). Short intro to LaTex and python [ [[notes:python_getting_started | notes]] ]. | Chapter 1, and Section 3.1 in the textbook | | |
| - | | Thursday | Linear models and the perceptron algorithm (cont). More Python; [[code:perceptron | code]] for the perceptron. Linear regression | Chapter 3.2 | | | + | | Thursday | Linear models and the perceptron algorithm (cont). | Chapter 1, and Section 3.1 in the textbook | [[assignments:assignment2| Assignment 2]] is available. | |
| ^ Week 3: September 6,8 | | | | | ^ Week 3: September 6,8 | | | | | ||
| - | | Tuesday | Linear regression (continued). | Chapter 3.2 | | | + | | Tuesday | [[code:perceptron | code]] for the perceptron. Linear regression ({{wiki:03_linear_regression.pdf | slides}}). | Chapter 3.2 | | |
| - | | Thursday | Logistic regression | Chapter 3.3 | | | + | | Thursday | Logistic regression ({{wiki:04_logistic_regression.pdf | slides}}). | Chapter 3.3 | | |
| + | ^ Week 4: September 13,15 | | | | | ||
| + | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 | | | ||
| + | | Thursday | Regularization and model selection; cross validation ({{wiki:06_regularization.pdf | slides}}) | Chapter 4 | | ||
| ... | ... | ||
schedule.txt · Last modified: 2016/12/05 10:38 by asa
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