Earn a certificate & get recognized

Some of the critical Feature Engineering techniques include Imputation, Discretization, Categorical Encoding, Feature Splitting, Handling Outliers, Variable Transformations, Scaling, and Creating Features.     

Feature Engineering consists of four main steps: Feature Creation, Transformations, Feature Extraction, and Feature Selection. The processes it includes are testing features, deciding on the features to be created, creating the features, testing the impact of the created features on the task, improving the created features if needed, and repeating this process until you reach your result.

The first step towards becoming a Feature Engineer is to get familiar with the Data Science domain, specifically the Machine Learning techniques and algorithms. Through Feature Engineering, you will be able to enhance these Machine Learning techniques. You can also enroll in the free Feature Engineering course Great Learning offers and earn your free Feature Engineering certificate.

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Feature Engineering can get started with this course.

Once you enroll in the Feature Engineering course, you have lifetime access to it. So, you can log in anytime and learn it for free online.

Yes, you can enroll in as many courses as you want from Great Learning Academy. There is no limit to the number of courses you can enroll in at once, but since the courses offered by Great Learning Academy are free, we suggest you learn one by one to get the best out of the subject.

Great Learning Academy provides this Feature Engineering course for free online. The course is self-paced and helps you understand various topics that fall under the subject with solved problems and demonstrated examples. The course is carefully designed, keeping in mind to cater to both beginners and professionals, and is delivered by subject experts. Great Learning is a global ed-tech platform dedicated to developing competent professionals. Great Learning Academy is an initiative by Great Learning that offers in-demand free online courses to help people advance in their jobs. More than 5 million learners from 140 countries have benefited from Great Learning Academy's free online courses with certificates. It is a one-stop place for all of a learner's goals.

Enrolling in any of the Great Learning Academy’s courses is just one step process. Sign-up for the course, you are interested in learning through your E-mail ID and start learning them for free online.

Yes, once you enroll in the course, you will have lifetime access, where you can log in and learn whenever you want to.