Computational Intelligence for Industry

Computational Intelligence (machine learning) tools are the engines behind business analytics and predictive analytics.

Course Format

University - Fulltime

Accreditation Type

Certificate

Skill Level

Intermediate

Course Cost

R49000

Computational Intelligence for Industry

COURSE OVERVIEW

This programme will provide the necessary bridging or grounding for the research-based Masters in Computational Intelligence or fourth industrial revolution related domain.

Key topics

  • Introduction to Python
  • Introduction to machine learning
  • Basic Statistics and Probability Theory
  • Naïve Bayes Classifier
  • Bayesian Networks
  • Sensitivity Analysis
  • Decision Trees
  • Support Vector Machines (SVM)
  • Artificial Neural Networks
  • Post-processing

Bachelor’s degree in Computer Science, Information Technology, Statistics, Information Systems, Mathematics or any other related Bachelor’s Degree at NQF Level 7


COURSE COMPLETION

The programme is for those who possess a Bachelor’s degree in IT, Computer Science, Information Systems, Statistics or related fields who will have the opportunity to obtain hands-on practical knowledge on higher-level computational intelligence and skills that are required by the industry. It will enable students to understand the concept of computational intelligence in tandem with trends in data science.

CREDIT BEARING

This course is NOT credit bearing

COURSE LICENCE

This course is available under Attribution-ShareAlike 2.0 South Africa