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  • General introductory videos to SPM's data mining.

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    For beginners and expert users

    • General introductory videos to SPM's data mining.

    • Comprehensive training videos

    • Webinars & Tutorials: Tips & Tricks and industry specific insights

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Introduction to Tree-Based Machine Learning - Section 2: Classification

Introduction to CART Decision Trees for Regression

 
This video provides an introduction to the underlying methodology for CART® software in the context of classification (i.e. categorical target)

Introduction to Random Forests for Classification

 
This video provides an introduction to the underlying methodology for RandomForests® software in the context of classification (i.e. categorical target). Prior to watching this video it is recommended that you first watch the video Introduction to CART Decision Trees for Classification.

Introduction to Stochastic Gradient Boosting for Classification

 
This video provides an introduction to the underlying methodology for TreeNet® software in the context of classification (i.e. categorical target). Prior to watching this video it is recommended that you first watch the video Introduction to CART Decision Trees for Classification.
 
Table of Contents: click the button to the left of the full screen button (hover your mouse over the lower right hand corner of the video)

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