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Machine Learning
(a.k.a. Pattern Classification and Machine Learning)
previous year's website: http://icapeople.epfl.ch/mekhan/pcml15.html
| Instructor | Martin Jaggi |
| Office | XXX000 |
| Phone | +41 21 69 3xxxx |
| martin.jaggi@epfl.ch | |
| Office Hours | By appointment |
| Instructor | Ruediger Urbanke |
| Office | INR 116 |
| Phone | +41 21 69 37692 |
| ruediger.urbanke@epfl.ch | |
| Office Hours | By appointment |
| Teaching Assistant | Mohamad Dia |
| Office | INR 140 |
| mohamad.dia@epfl.ch | |
| Office Hours | By appointment |
| Teaching Assistant | Mohamad Dia |
| Office | INR 140 |
| mohamad.dia@epfl.ch | |
| Office Hours | By appointment |
| Teaching Assistant | Mohamad Dia |
| Office | INR 140 |
| mohamad.dia@epfl.ch | |
| Office Hours | By appointment |
| Teaching Assistant | Mohamad Dia |
| Office | INR 140 |
| mohamad.dia@epfl.ch | |
| Office Hours | By appointment |
| Student Assistant | Arnaud Miribel |
| arnaud.miribel@epfl.ch | |
| Student Assistant | Arnaud Miribel |
| arnaud.miribel@epfl.ch | |
| Student Assistant | Arnaud Miribel |
| arnaud.miribel@epfl.ch |
| Lectures | Tuesday | 8:15 - 10:00 (Room: INM10) |
| Thursday | 8:15 - 10:00 (Room: INR113) | |
| Exercises | Thursday | 14:15 - 16:00 (Room: INR113) |
| Language: | English | |
| Credits : | 7 ECTS |
See the course information.
Special Announcements
- Please make sure that you have registered for the course on IS-Academia so that you can access the lecture notes on Nota Bene.
- You can find a tutorial video on how to use Nota Bene here
Detailed Schedule
| Date | Topics Covered | Reading Assignment | Exercises | Solutions |
|---|---|---|---|---|
| 21/9 | what | what | what | what |
| 26/9 | what | what | what | what |
| 28/9 | what | what | what | what |
| 03/10 | what | what | what | what |
| 05/10 | what | what | what | what |
| 10/10 | what | what | what | what |
| 12/10 | what | what | what | what |
| 17/10 | what | what | what | what |
| 19/10 | what | what | what | what |
| 24/10 | what | what | what | what |
| 26/10 | what | what | what | what |
| 31/10 | what | what | what | what |
| 02/10 | what | what | what | what |
| 07/11 | what | what | what | what |
| 09/11 | what | what | what | what |
| 14/11 | what | what | what | what |
| 16/11 | what | what | what | what |
| 21/11 | what | what | what | what |
| 23/11 | what | what | what | what |
| 28/11 | what | what | what | what |
| 30/11 | what | what | what | what |
| 05/12 | what | what | what | what |
| 07/12 | what | what | what | what |
| 12/12 | what | what | what | what |
| 14/12 | what | what | what | what |
| 19/12 | what | what | what | what |
| 21/12 | what | what | what | what |
Textbook
We will use lecture notes by M. Gastpar.
In case you have to brush up on basic concepts of digital communications we recommend the book by
B. Rimoldi, Principles of digital communication: a top-down approach. Cambridge University Press, 2016. ISBN: 9781107116450