Introduction to machine learning for engineers
CIVIL-226
Media
CIVIL-226 Introduction to machine learning for engineers
Lecture 11&12
27.05.2021, 16:50
Lecture 10
20.05.2021, 18:22
Lecture 9
30.04.2021, 19:48
Lecture 8 Nenad
23.04.2021, 10:33
Lecture 7
15.04.2021, 16:44
Lecture 6
01.04.2021, 17:07
Lecture 5
26.03.2021, 18:54
Lecture 4
21.03.2021, 10:10
Lecture 3
13.03.2021, 16:25
Lecture 2
08.03.2021, 01:36
Lecture 1
08.03.2021, 01:29
Exercises 0, Tips on Jupyter, short intro to Terminal / Command Line
05.03.2021, 12:43
Short video explaining the terminal interface vs window navigation.
Activation of conda environment, opening of Jupyter and tips on how to use it.
Includes auto-complete or documentation shortcuts and running, aborting or clearing jupyter cells.
Welcome to our CIVIL-266 course. The lectures are every Thursday at 13:00 in class INJ218
The exercise sessions are every Friday from 10:00 to 13:00 in classes CM1111, CM1112
The exercises are added every week to the git repository:
https://github.com/vita-epfl/IntroML-2025/
Old videos from 2021 are available here:
https://mediaspace.epfl.ch/channel/CIVIL-226+Introduction+to+machine+learning+for+engineers/30540
Note that the class of 2025 has many updates. We highly advise you to attend the class in-person.
- Old video of Lecture 1 (from 2021) (URL)
- Tips on Jupyter (last year's video) (URL)
- Intro ML Lecture 01 Introduction (File)
- Old video of lecture 4 Part 1 (from 2021) (URL)
- Old video of lecture 4 Part 2 (from 2021) (URL)
- Old video of lecture 4 Part 3 (from 2021) (URL)
- Lecture 4 Part 1 (URL)
- Lecture 4 Part 2 (URL)
- Lecture 6 (Guest speaker: Nenad Bijelic) (URL)
- Old video of lecture 6 (from 2021) (Guest speaker: Nenad Bijelic) (URL)
- Intro ML Lecture 6 (File)
Final Exam: Thursday, 23 May at 15:15 in INJ 218
Project ends: Sunday, 26 May at 23:59