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Computing for Data Analysis

A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

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Computing for Data Analysis

Choose your session:

53,973 already enrolled!
Started Aug 22
Ends Dec 30
Starts Jan 9, 2023
Ends May 13, 2023
Starts Aug 21, 2023
Ends Jan 1, 2024

Computing for Data Analysis

A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

Computing for Data Analysis
15 weeks
8–10 hours per week
Instructor-paced
Instructor-led on a course schedule
Free
Optional upgrade available

Choose your session:

53,973 already enrolled! After a course session ends, it will be archivedOpens in a new tab.
Started Aug 22
Ends Dec 30
Starts Jan 9, 2023
Ends May 13, 2023
Starts Aug 21, 2023
Ends Jan 1, 2024

About this course

Skip About this course

The modern data analysis pipeline involves collection, preprocessing, storage, analysis, and interactive visualization of data.

The goal of this course, part of the Analytics: Essential Tools and Methods MicroMasters program, is for you to learn how to build these components and connect them using modern tools and techniques.

In the course, you’ll see how computing and mathematics come together. For instance, “under the hood” of modern data analysis lies numerical linear algebra, numerical optimization, and elementary data processing algorithms and data structures. Together, they form the foundations of numerical and data-intensive computing.

The hands-on component of this course will develop your proficiency with modern analytical tools. You will learn how to mash up Python, R, and SQL through Jupyter notebooks, among other tools. Furthermore, you will apply these tools to a variety of real-world datasets, thereby strengthening your ability to translate principles into practice.

At a glance

What you'll learn

Skip What you'll learn

The goal of this course, part of the Analytics: Essential Tools and Methods MicroMasters program, is for you to learn how to build these components and connect them using modern tools and techniques.

About the instructors

Who can take this course?

Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.

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