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schedule [2015/09/15 11:11] asa |
schedule [2015/09/23 06:38] asa |
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| ^ Topics ^ Reading ^ Assignments ^ | | ^ Topics ^ Reading ^ Assignments ^ | ||
^ Week 1: August 25,27 | | | | | ^ Week 1: August 25,27 | | | | | ||
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| 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 and the perceptron algorithm ({{wiki:02_linear.pdf | slides}}) | Chapters 1,3.1 in the textbook | | | ||
^ Week 2: September 1,3 | | | | | ^ 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: 9/15. | | + | | 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 | | | | 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 | | | | | ^ Week 3: September 8,10 | | | | | ||
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| Thursday | Logistic regression ({{wiki:04_logistic_regression.pdf | slides}}) | Chapter 3.3 | | | | Thursday | Logistic regression ({{wiki:04_logistic_regression.pdf | slides}}) | Chapter 3.3 | | | ||
^ Week 4: September 15,17 | | | | | ^ Week 4: September 15,17 | | | | | ||
- | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 in the textbook | | | + | | Tuesday | Overfitting ({{wiki:05_overfitting.pdf | slides}}) | Chapters 2.3,4.1 | | |
- | | Thursday | Regularization | Chapter 4.2, 4.2.2 | | | + | | Thursday | Regularization ({{wiki:06_regularization.pdf | slides}}) | Chapter 4.2, 4.2.2 | [[assignments:assignment2 | Assignment 2]] is available. Due date: 10/1. | |
+ | ^ Week 5: September 22,24 | | | | | ||
+ | | Tuesday | Support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | ||
+ | | Thursday | SVMs (continued) | Chapter e-8 | | | ||
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