6 July 2019
Machine Learning and Data Mining with Python
This 6-day course will familiarize participants with Machine Learning and Data Mining algorithms using the Python programming language. You will learn to recognize the correct machine learning approach for a given problem; furthermore, participants will learn how to implement several different algorithms. The lab classes will use R/Python/Octave and public data sets.
The program targets
PhD Students/DBA students
Who is the program designed for:
Participants should be familiar with programming. No prior knowledge of the Python programming language is necessary. Also participants need to know basic statistics. The course is appropriate for doctoral students and researchers that want to use Machine Learning and Data Mining techniques.
The learning outcomes for participants are:
Understand the principles of Machine Learning and Data Mining
Being able to apply Regression algorithms
Being able to apply Classification algorithms
Being able to apply Clustering algorithms
Familiarize with Artificial Neural Networks, Support Vector Machines and Graphical Models
EUR 850: Early Bird Fee (registration until 20 April 2019): € 780
Regular Fee (registration after 20 April 2019): € 850