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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 | INJ 339 |
| Phone | +41 21 69 37059 |
| 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 | mohamad.dia@epfl.ch | Office | INR 140 | ||
| Teaching Assistant | Ksenia Konyushkova | ksenia.konyushkova@epfl.ch | Office | xxxx | ||
| Teaching Assistant | Victor Kristof | victor.kristof@epfl.ch | Office | xxxx | ||
| Teaching Assistant | Taylor Newton | taylor.newton@epfl.ch | Office | xxxx | ||
| Teaching Assistant | Farnood Salehi | farnood.salehi@epfl.ch | Office | xxxx | ||
| Teaching Assistant | Benoît Seguin | benoit.seguin@epfl.ch | Office | xxxx | ||
| Student Assistant | Arnaud Miribel | arnaud.miribel@epfl.ch | ||||
| Student Assistant | Frederik Kunstner | frederik.kunstner@epfl.ch | ||||
| Student Assistant | Vidit Vidit | vidit.vidit@epfl.ch | ||||
| Student Assistant | Fayez Lahoud | fayez.lahoud@epfl.ch |
| Lectures | Tuesday | 8:15 - 10:00 (Room: CE1) |
| Thursday | 8:15 - 10:00 (Room: CE4) | |
| Exercises | Thursday | 14:15 - 16:00 (Room: INF119,INJ218,INM11,INM202) |
| Language: | English | |
| Credits : | 7 ECTS |
See the course information.
Special Announcements
- Practicals: Labs and Projects will be in Python this year. More info will appear here soon.
- Please make sure that you have registered for the course on IS-Academia. We will provide the lecture notes here and also on Nota Bene so you can comment & discuss them. More info on Nota Bene here.
Detailed Schedule
| Date | Topics Covered | Reading Assignment | Exercises | Solutions |
|---|---|---|---|---|
| 20/9 | what | what | what | what |
| 22/9 | what | what | what | what |
| 27/9 | what | what | what | what |
| 29/9 | what | what | what | what |
| 04/10 | what | what | what | what |
| 06/10 | what | what | what | what |
| 11/10 | what | what | what | what |
| 13/10 | what | what | what | what |
| 18/10 | what | what | what | what |
| 20/10 | what | what | what | what |
| 25/10 | what | what | what | what |
| 27/10 | what | what | what | what |
| 01/11 | what | what | what | what |
| 03/11 | what | what | what | what |
| 08/11 | what | what | what | what |
| 10/11 | what | what | what | what |
| 15/11 | what | what | what | what |
| 17/11 | what | what | what | what |
| 22/11 | what | what | what | what |
| 24/11 | what | what | what | what |
| 29/11 | what | what | what | what |
| 01/12 | what | what | what | what |
| 06/12 | what | what | what | what |
| 08/12 | what | what | what | what |
| 13/12 | what | what | what | what |
| 15/12 | what | what | what | what |
| 20/12 | what | what | what | what |
| 22/12 | what | what | what | what |