Course not currently available

Pattern Recognition Training Course

Course

Online

£ 5,000 VAT inc.

Description

  • Type

    Course

  • Methodology

    Online

This course provides an introduction into the field of pattern recognition and machine learning. It also touches on practical applications in statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. The course is interactive and includes plenty of hands-on exercises, continuous feedback, and testing of knowledge and skills acquired.
Audience
Data analysts
PhD students, researchers and practitioners

About this course

Understanding of statistics
Familiarity with multivariate calculus and basic linear algebra
Some experience with probabilities

Questions & Answers

Add your question

Our advisors and other users will be able to reply to you

Fill in your details to get a reply

We will only publish your name and question

Reviews

Course programme

Introduction

Probability theory, model selection, decision and information theory

Probability distributions

Linear models for regression and classification

Neural networks

Kernel methods

Sparse kernel machines

Graphical models

Mixture models and EM

Approximate inference

Sampling methods

Continuous latent variables

Sequential data

Combining models

Additional information

35 hours (usually 5 days including breaks)

Pattern Recognition Training Course

£ 5,000 VAT inc.