Introduction to machine learning for bioengineers
BIO-322
Media
Lecture 09 (2023)
15.11.2023, 10:21
Lecture 08 (2023)
08.11.2023, 10:28
Media
Lecture 09 (2023)
15.11.2023, 10:21
Lecture 08 (2023)
08.11.2023, 10:28
Welcome to the course BIO-322 "Introduction to Machine Learning"!
- Interactive website (URL)
- Link to textbook "An Introduction to Statistical Learning" (URL)
- Lecture Recordings (URL)
18 September - 24 September
25 September - 1 October
2 October - 8 October
28 October - 3 November
- Slides: Gradient Descent (File)
- Slides: Multi-Layer Perceptrons (File)
- Exercise Solutions: Gradient Descent (URL)
Dear BIO322 students
I got sick today, and I won't be able to give the lecture tomorrow morning, Wednesday 13 November, unfortunately.
Could you please watch the last 10 minutes of last year's lecture 8 and continue with last year's lecture 9 This is an important lecture, because we start discussing neural networks. I am very sorry that I can't make it...
Please ask questions in the exercise session on Friday (I plan to be there) or post them on Ed Discussion (I will try to answer them as soon as possible).
Regarding the miniproject:
- The instructions and dataset will be released on moodle by this Friday, 15 November at 17h00.
- Next week on Wednesday 20 November at 8h15 we will have Prof. Pierre Esseiva telling us something about the data. Please be there and show up on time. I think he will bring the device that was used to collect the data, and I cannot assure that you will see everything on the lecture recording.
- Please form teams of two members and fill in the questionnaire on moodle by Friday 22 Nov at 18h00, once you have read the miniproject instructions.
I apologize for any inconvenience this may cause.
Best wishes and see you soon, Johanni Brea
Miniproject
- Miniproject Instructions (File)
- Miniproject Teams (Questionnaire)
- Presentation Pierre Esseiva (File)
- Example notebook from a previous project (File)