/uth-machine-learning

Hands-on weekly assignments containing supervised & unsupervised algorithms in R, Python, SaS, using real-world data.

Primary LanguageJupyter NotebookMIT LicenseMIT

Machine Learning for Data Science and Analytics

This repo provides an extensive introduction to machine learning algorithms, as well as Python, R, Excel, SaS computing environments and key libraries for large-scale data analysis and optimization problems, exploiting Data Science applications.

The weekly labs and projects train us on developing machine learning algorithms for a number of cases, such as regression, classification and clustering techniques for big data.

Instructor

Elias Houstis - enh@e-ce.uth.gr

Contributors & Communication

Electrical and Computer Engineering Dept, University Of Thessaly.

Volos, Greece, 2017-18.