Machine Learning with R

Learn what machine learning is all about in this beginner-friendly course. Through videos and labs, learn how to apply different machine learning techniques such as classification, clustering, neural networks, regression, and recommender systems.

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Do you want to learn Machine Learning and earn a certificate? This free online course from IBM is all you need. Learn what machine learning is all about in this beginner-friendly course. Through videos and labs, learn how to apply different machine learning techniques such as classification, clustering, neural networks, regression, and recommender systems.

Course description – Machine Learning with R

This Machine Learning with R course dives into the basics of machine learning using an approachable, and well-known, programming language. You’ll learn about Supervised vs Unsupervised Learning, look into how Statistical Modeling relates to Machine Learning, and do a comparison of each.

Look at real-life examples of Machine learning and how it affects society in ways you may not have guessed! Explore many algorithms and models:

  • Popular algorithms: Classification, Regression, Clustering, and Dimensional Reduction.
  • Popular models: Train/Test Split, Root Mean Squared Error, and Random Forests.

Get ready to do more learning than your machine!

Course content

  • Machine Learning vs Statistical Modeling & Supervised vs Unsupervised Learning
  • Supervised Learning I
  • Supervised Learning II
  • Unsupervised Learning
  • Dimensionality Reduction & Collaborative Filtering

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Machine Learning with R
Machine Learning with R
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