Harvard University Data Science: Machine Learning

Harvard University Data Science: Machine Learning

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

What you’ll learn

  • The basics of machine learning
  • How to perform cross-validation to avoid overtraining
  • Several popular machine learning algorithms
  • How to build a recommendation system
  • What is regularization and why it is useful

Course description

Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors.

In this course, part of our Professional Certificate Program in Data Science, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system.

You will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can predict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning.

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2 Responses

  1. Siddharth says:

    I am interested in fully funded PhD in engineering.please help.

  2. Hafiz Muhammad Bilal Khan says:

    My background is in Telecom Engineering & communication Engineering.. I have done my bachelor sin telecommunication engineeirng and Masters in Communication engineeirng. Is it suitable for a student having such background..? It’s a wonderful Opportunity. I am definitely interested. But does it have the condition of having CGPA above 3.00..?? Coz my CGPA is les sthan 3.00 both in bachelor’s and in masters

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