Machine Learning Introduction

Data Science    |    Beginner
  • 8 Videos | 39m 29s
  • Includes Assessment
  • Earns a Badge
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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

  • Playable
    1. 
    Introduction to Supervised Learning
    5m 37s
    UP NEXT
  • Playable
    2. 
    Introduction to Unsupervised Learning
    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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