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 |