Applied Data Science - 5 : Modeling and Prediction

Kumaran Ponnambalam, Dedicated to Data Science Education

Play Speed
  • 0.5x
  • 1x (Normal)
  • 1.25x
  • 1.5x
  • 2x
20 Videos (4h 40m)
    • About Applied Data Science Series

      8:12
    • Types of Analytics

      12:08
    • Types of Learning

      17:16
    • Analyzing Results and Errors

      13:46
    • Linear Regression

      19:00
    • R Use Case : Linear Regression

      18:01
    • Decision Trees

      10:42
    • R Use Case : Decision Trees

      19:36
    • Naive Bayes Classifier

      19:21
    • R Use Case : Naive Bayes

      19:12
    • Random Forests

      10:31
    • R Use Case : Random Forests

      18:47
    • K Means Clustering

      11:53
    • R Use Case : K Means Clustering

      16:24
    • Association Rules Mining

      11:30
    • R Use Case : Association Rules Mining

      13:11
    • ANN and SVM

      4:35
    • Bagging and Boosting

      11:27
    • Dimensionality Reduction

      7:28
    • R Use Case : Advanced Methods

      17:18