Schedule 2017 - 2018¶

Please have your laptop with you EVERY session. Most often we will do some programming.

Please note that in the “Prepare” column video’s from the Andrew Ng course are referred to we expect you to view these lectures BEFORE the lecture! In the lectures we start by summarizing the important formulas and discussing any questions. Then we start programming.

No.	Date	Topics	Prepare	LabExercise	Deadlines	Instructor
1	2017-09-05 Tue	Course Introduction		Install Python		Gosia/Rein
2	2017-09-08 Fri	Probability and Python	`Probability Review` Deep Learning Chapter 3 sections 1-8	Probability Numpy		Rein
3	2017-09-12 Tue	Naive Bayes Classification Lecture Notes Probability		Probability & Naive Bayes Classifier Lab Probability		Rein
4	2017-09-15 Fri	Linear Algebra and Python	Deep Learning Chapter 2 sections 1-3	LinAlg in Numpy		Rein
5	2017-09-19 Tue	Linear Regression				Rein
6	2017-09-22 Fri	Multivariate Linear Regression				Rein
7	2017-09-26 Tue	Logistic Regression				Rein
8	2017-09-29 Fri	Logistic Regression Probabilistic View				Rein
9	2017-10-03 Tue	Regularization				Rein
10	2017-10-06 Fri	Regularization				Rein
11	2017-10-10 Tue	Lab session			Graded LabExercise I	Rein/Gosia
12	2017-10-13 Fri	Anomaly Detection				Rein
13	2017-10-17 Tue	Model Selection and Regularization				Rein
14	2017-10-20 Fri	Midterm Exam				Rein
15	2017-10-24 Tue	Break
16	2017-10-27 Fri	Break
17	2017-10-31 Tue	Neural Networks				Gosia
18	2017-11-03 Fri	Neural Networks				Gosia
19	2017-11-07 Tue	Bias Variance				Gosia
20	2017-11-10 Fri	Nearest Neighbor Classification				Gosia
21	2017-11-14 Tue	Decision Tree Classification				Gosia
22	2017-11-17 Fri	Lab session/ Intro Project			Graded LabExercise II	Gosia
23	2017-11-21 Tue	Clustering using k-Means and Gaussian Mixtures				Gosia
24	2017-11-24 Fri	Support Vector Machines for Classification				Gosia
25	2017-11-28 Tue	ML in Practice				Gosia/Rein
26	2017-12-01 Fri	Final exam				Gosia
27	2017-12-05 Tue	Project				Gosia/Rein
28	2017-12-08 Fri	Project				Gosia
29	2017-12-12 Tue	Project				Gosia
30	2017-12-15 Fri	Project				Gosia
31	2017-12-19 Tue	Project				Gosia
32	2017-12-22 Fri	Project Presentations			Project	Gosia/Rein