Predicting with trees

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Skills You'll Learn

Random Forest, Machine Learning (ML) Algorithms, Machine Learning, R Programming

Reviews

4.5 (3,206 ratings)

  • 5 stars
    66.43%
  • 4 stars
    22.36%
  • 3 stars
    6.92%
  • 2 stars
    2.49%
  • 1 star
    1.77%

AD

Feb 28, 2017

Issues of every stage of the construction of learning machine model, as well as issues with several different machine learning methods are well and in fine yet very understandable detail explained.

AS

Aug 30, 2017

Highly recommend this course. It makes you read a lot, do lot's of practical exercises. The final project is a must do. After finishing this course you can start playing with kaggle data sets.

From the lesson

Week 3: Predicting with trees, Random Forests, & Model Based Predictions

This week we introduce a number of machine learning algorithms you can use to complete your course project.

Taught By

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    Jeff Leek, PhD

    Associate Professor, Biostatistics

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    Roger D. Peng, PhD

    Associate Professor, Biostatistics

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    Brian Caffo, PhD

    Professor, Biostatistics

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