Machine Learning for Robotics

Introduction to machine learning methods in robotics applications.

CATEGORY: Machine Learning

SUB-CATEGORY: Robotics

PROVIDER: NobleProg


Machine Learning  |  Robotics

Share

Course Format

Online

Accreditation Type

Certificate

Skill Level

Beginner

Course Cost

R60225

Machine Learning for Robotics

COURSE OVERVIEW

  • Regression
  • Probabilistic Graphical Models
  • Boosting
  • Kernel Methods
  • Gaussian Processes
  • Evaluation and Model Selection
  • Sampling Methods
  • Clustering
  • CRFs
  • Random Forests
  • IVMs
  • High School maths,
  • basics knowledge of statistics

21 hours (usually 3 days including breaks)


COURSE COMPLETION

You will be able to perform simple exercise using open source (usually R) or any other popular software.

CREDIT BEARING

This course is NOT credit bearing

COURSE LICENCE

This course is available under Attribution-ShareAlike 2.0 South Africa