Start: Wednesday, 18 December 2019 @ 08:30

End: Wednesday, 18 December 2019 @ 17:00

Description:

The rapid growth of artificial intelligence and data science has made scikit-learn one of the most popular Python libraries. The tutorial will present the main components of scikit-learn, covering aspects such as standard classifiers and regressors, cross-validation, or pipeline construction, with examples from various fields of application. Hands-on sessions will focus on medical applications, such as classification for computer-aided diagnosis or regression for the prediction of clinical scores.

Learning outcomes :

Ability to solve a real-world machine learning problem with scikit-learn

Prerequisites :

Basic knowledge of Python (pandas, numpy)
Notions of machine learning
No prior medical knowledge is required

https://events.prace-ri.eu/event/933/

Event type:
  • Workshops and courses
Introduction to machine learning in Python with Scikit-learn @ MdlS/ICM https://tess.elixir-europe.org/events/introduction-to-machine-learning-in-python-with-scikit-learn-mdls-icm The rapid growth of artificial intelligence and data science has made scikit-learn one of the most popular Python libraries. The tutorial will present the main components of scikit-learn, covering aspects such as standard classifiers and regressors, cross-validation, or pipeline construction, with examples from various fields of application. Hands-on sessions will focus on medical applications, such as classification for computer-aided diagnosis or regression for the prediction of clinical scores. Learning outcomes : Ability to solve a real-world machine learning problem with scikit-learn Prerequisites : Basic knowledge of Python (pandas, numpy) Notions of machine learning No prior medical knowledge is required https://events.prace-ri.eu/event/933/ 2019-12-18 08:30:00 UTC 2019-12-18 17:00:00 UTC [] [] [] workshops_and_courses [] []