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Data Science: Machine Learning

edX, Online
Length
8 weeks
Next course start
Start anytime See details
Course delivery
Self-Paced Online
Length
8 weeks
Next course start
Start anytime See details
Course delivery
Self-Paced Online
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Course description

Data Science: Machine Learning

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 ofourProfessional 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.

Upcoming start dates

1 start date available

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  • Self-Paced Online
  • Online
  • English

Suitability - Who should attend?

Prerequisites

This course is part of our Professional Certificate Program in Data Science and we recommend the preceding courses in the series as prerequisites.

Outcome / Qualification etc.

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 delivery details

This course is offered through Harvard University, a partner institute of EdX.

2-4 hours per week

Expenses

  • Verified Track -$99
  • Audit Track - Free
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