Category: Machine Learning

Machine Learning: Preface

Machine Learning: Preface

Aim of the study element

To highlight the basics of the machine learning concept, its foundation, classification and regression, and to familiarise the learner with the main machine learning algorithms, and outline machine learning applications.

Learning outcome

Having successfully completed this element you will be able to:

  • Understand the concept of machine learning.
  • Know the work principles of data analysis tools, its applications and models.
  • Understand the principles of machine learning algorithms.
  • Do your own data analysis in accordance to given application.

Covered topics

  • Introduction into machine learning.
  • Classification.
  • Regression.
  • Clustering.
  • Advanced learning models.
  • Applications.

The complete content for this module will be posted here soon.