open:python-machine-learning

The Course Overview

Transforming Data Into Knowledge

  • Unsupervised Learning
  • Supervised Learning
    1. Classification
    2. Regression
  • Reinforcement Learning

aKBrdv

Types of Machine Learning

<uml>
package Preprocessing{

[Labels] --> [Training Dataset]
[Raw Data] --> [Training Dataset] 
[Test Dataset]  

}
package Learning{

[Training Dataset] -right-> [Learning Algorithm]

}
package Evaluation{

[Learning Algorithm] -right-> [Final Model]
[Final Model] --> [Evaluation Labels]

}
package Prediction{

[Final Model] -right-> [New Data]
[New Data] --> [Prediction Labels]

}
</uml>

Visit Sebastian's GitHub repo: https://github.com/rasbt/python-machine-learning-book

  • open/python-machine-learning.txt
  • Last modified: 2024/10/05 06:15
  • by 127.0.0.1