Machine Learning Introduction

Data Science    |    Beginner
  • 8 videos | 39m 29s
  • Includes Assessment
  • Earns a Badge
Likes 162 Likes 162
Machine learning is a particular area of data science that uses techniques to create models from data without being explicitly programmed. Explore the conceptual elements of various machine learning techniques.

WHAT YOU WILL LEARN

  • identify problems in which supervised learning techniques apply
    identify problems in which unsupervised learning techniques apply
    apply linear regression to machine learning problems
    identify predictors in machine learning
  • apply logistic regression to machine learning problems
    describe the use of dummy variables
    use naive bayes classification techniques
    work with decision trees

IN THIS COURSE

  • 5m 37s
  • 4m 49s
  • Locked
    3.  Understanding Linear Regression
    5m 22s
  • Locked
    4.  Working with Predictors
    6m 18s
  • Locked
    5.  Understanding Logistic Regression
    4m 19s
  • Locked
    6.  Understanding Dummy Variables
    3m 45s
  • Locked
    7.  Using Naive Bayes Classification
    5m 24s
  • Locked
    8.  Working with Decision Trees
    3m 55s

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