1. Home
  2. Material Detail: Statistical Data Mining Tutorials

Material Detail

Statistical Data Mining Tutorials

Statistical Data Mining Tutorials

These tutorial, created by Professor Andrew Moore at Carnegie-Mellon University, cover a range of topics in statistical data mining "including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms." Decision Trees, Information Gain, and Cross-Validation are just a few of the items presented here. Each topic contains a set of tutorial slides in PDF, excellent for converting into a classroom presentation or left as they are for a classroom handout or online learning resource.
Keywords:
stem education, workforce development, technician training, advanced technological education
Disciplines:
Go to Material 
Bookmark / Add to Course ePortfolio
Create a Learning Exercise
Add Accessibility Information
Rate
Add a Comment

Quality

  • User Rating
  • Comments
  • Learning Exercises
  • Bookmark Collections
  • Course ePortfolios
  • Accessibility Info

More about this material

Material Type:
Presentation
Date Added to MERLOT:
August 3, 2016
Date Modified in MERLOT:
April 22, 2020
Author:
Submitter:
Barbra Bied Sperling
Hispanic Serving Institution
Primary Audience:
College General Ed, College Lower Division, College Upper Division, Graduate School, Professional
Technical Format:
Website
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Creative Commons:
No

Browse...

Disciplines with similar materials as Statistical Data Mining Tutorials
People who viewed this also viewed
Other materials like Statistical Data Mining Tutorials

Comments

Log in to participate in the discussions or sign up if you are not already a MERLOT member.