Machine Learning for Robotics培训

课程编码

mlrobot1

课程时长

21 小时 通常来说是3天,包括中间休息。

要求

High School maths, basics knowledge of statistics

课程概览

本课程介绍机器人应用中的机器学习方法。

它概述了模式识别背景下的现有方法,动机和主要思想。

在简短的理论背景之后,参与者将使用开源(通常为R)或任何其他流行软件进行简单的练习。

Machine Translated

课程大纲

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

客户评论

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