7 days
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This Feature Engineering offered by Coursera in partnership with Google Cloud is part of the Machine Learning with TensorFlow on Google Cloud Platform Specialization.

Visit the official programme website for more information


Want to know how you can improve the accuracy of your ML models? What about how to find which data columns make the most useful features? Welcome to Feature Engineering offered by Coursera in partnership with Google Cloud where we will discuss good vs bad features and how you can preprocess and transform them for optimal use in your models.

What you will learn

  • Compare the key required aspects of a good feature
  • Understand how to preprocess and explore features with Cloud Dataflow and Cloud Dataprep
  • Combine and create new feature combinations through feature crosses
  • Understand and apply how TensorFlow transforms features

Programme Structure

Courses include:

  • Introduction
  • Raw Data to Features
  • Preprocessing and Feature Creation
  • Feature Crosses
  • TF Transform
  • Summary

More Details on Coursera Plus:

  • Learn Anything: Explore any interest or trending topic, take prerequisites, and advance your skills
  • Save money: Spend less money on your learning if you plan to take multiple courses this year
  • Flexible Learning: Learn at your own pace, move between multiple courses, or switch to a different course
  • Unlimited Certificates: Earn a certificate for every learning program that you complete at no additional cost

Key information


  • Part-time
    • 7 days

Start dates & application deadlines

You can apply for and start this programme anytime.




  • Self-paced

Academic requirements

We are not aware of any academic requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • Intermediate Level

Tuition Fee

To alway see correct tuition fees
  • International

    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 7 days.
  • National

    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 7 days.

You can choose from hundreds of free courses, or get a degree or certificate at a breakthrough price. You can now select Coursera Plus, an annual subscription that provides unlimited access.


Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project.

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

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