Machine Learning for Robotics Training Course

Description

• Type

  Course

• Methodology

  Online

Description

This course introduce machine learning methods in robotics applications.
It is a broad overview of existing methods, motivations and main ideas in the context of pattern recognition.
After short theoretical background, participants will perform simple exercise using open source (usually R) or any other popular software.

About this course

Requirements

High School maths, basics knowledge of statistics

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Course programme

What kind of training and consultancy does NobleProg provide?
We have hundreds of courses across multiple areas. But briefly, we can distinguish following major branches of courses and consultancy:

Artificial Intelligence
Management
Information Technology
Applied Science

• Regression
• Probabilistic Graphical Models
• Boosting
• Kernel Methods
• Gaussian Processes
• Evaluation and Model Selection
• Sampling Methods
• Clustering
• CRFs
• Random Forests
• IVMs

Additional information

21 hours (usually 3 days including breaks)

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