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Scikit-Learn: Using Machine Learning in Python

May 20 @ 9:00 am 1:00 pm

Motivation

Python is a general-purpose, versatile and popular programming language, that is becoming increasingly popular in science , for machine learning application and for general scripting and data analysis purposes. It’s great as a first language because it is concise and easy to read. However, finding motivation to learn Python or even to consolidate learned skills after joining a workshop, can be hard.

This is the third appointment out of four in our 2022 spring Python Course Series. Here we want to cover some basic machine learning techniques with the Python package scikit-learn and deepen our skills in plotting with seaborn.

Course Details:

This course will show you how to install scikit-learn on your machine and how to use some basic Machine Learning algorithms. We will talk about different concepts in Machine Learning, about how to tackle which problems and of course also program to solve some Machine Learning problems together in Python.

Requirements

You should already feel quite comfortable in programming in python and bring some prior knowledge in how to work with pandas, the data managment library in python. If you joined the second course and were able to follow its contents, you should also be able to follow all concepts introduced in this course- even though this time we will have to introduce some more theoretical concepts than before!

Correspondence:

For questions write to:

Nicolas Ruffini Nicolas.ruffini@lir-mainz.de

Registration:

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Nicolas Ruffini

LIR Mainz

Wallstraße 7
Mainz, 55122 Germany