Machine Learning

Short duration & In-company courses

Machine learning is a hot topic in Computer Science. The goal is to develop systems that learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data. In this course, we discuss the following topics in Machine Learning:

  • Definition of Machine Learning
  • Association Rule Mining
  • Classification
  • Regression
  • Clustering
  • Evaluation metrics
  • Validation protocols

Below you will find the main datasets used in this course and their respective link.

Dataset   Link
basket_france.csv   Link
bike_sharing.csv   Link
california_housing.csv   Link
iris.csv   Link
ml_sample.csv (Movie Lens)   Link