What you learn in Bias Variance Tradeoff ?

Bias

Variance

Trade-off

How to avoid overfitting and underfitting?

About this Free Certificate Course

In simple words, bias means how far you have come in predicting the desired value from your actual value. It is an approach that can ultimately make or break the model in favor or against your idea. It can also be thought of as a methodological error in your machine learning model due to inappropriate assumptions made by you during the making of that model. Variance is the reverse of bias, It is called the variance when your model performs exceptionally well on the training dataset yet fails to live up to the same standards when running it on an entirely new dataset. The trade-off is simply the tension that exists between the error that is introduced by bias and variance.

Course Outline

Agenda of Bias and Variance

Introduction to Bias and Variance

Bias and Variance in Machine Learning

Bias vs Variance

Bias Variance Trade-Off

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Bias Variance Tradeoff

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0.5 Hours

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Frequently Asked Questions

Will I get a certificate after completing this Bias Variance Tradeoff free course?

Yes, you will get a certificate of completion for Bias Variance Tradeoff after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.

How much does this Bias Variance Tradeoff course cost?

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

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

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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.

Why choose Great Learning Academy for this free Bias Variance Tradeoff course?

Great Learning Academy provides this Bias Variance Tradeoff 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.