Statistics and Machine Learning for Life Sciences - December 2020
Section outline
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Statistics and Machine Learning for Life Sciences
streamed from Basel, 10-11 December 2020
This page is addressed to registered participants. To access course description and application form, please click here.
For any assistance, please contact training@sib.swiss.
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Please ensure that the following software is installed on your machine PRIOR to the course:
- latest Python3 distribution, preferably bundled using conda
- Jupyter
- the scipy library (NB: if you installed conda, then this library is already installed)
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Thursday 10:
09:00 : beginning of the day - greetings
getting to know each other
small python warm-up
10’ break around 10:30
Ordinary Least Square regression
12:30 - 13:30 : lunch break
Introduction to Generalized Linear Models (10’ break around 15:30)
17:00 : end of the day - discussion
Friday 11:
09:00 : beginning of the day - greetings
From Regression to the Machine Learning Pipeline (10’ break around 10:30)
12:30 - 13:30 : lunch break
Machine Learning : SVM, Decision Trees and Random Forest (10’ break around 15:30)
Discussion
17:00 : end of the day
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