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Bias Variance Tradeoff 

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Bias Variance Tradeoff
 at 
Great Learning 
Overview

Duration

1 hour

Start from

Start Now

Total fee

Free

Mode of learning

Online

Difficulty level

Beginner

Official Website

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Credential

Certificate

Bias Variance Tradeoff
 at 
Great Learning 
Highlights

  • Earn a certificate of completion
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Bias Variance Tradeoff
 at 
Great Learning 
Course details

What are the course deliverables?
  • Bias
  • Variance
  • Trade-off
  • How to avoid overfitting and underfitting?
More about this 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
  • The trade-off is simply the tension that exists between the error that is introduced by bias and variance

Bias Variance Tradeoff
 at 
Great Learning 
Curriculum

Agenda of Bias and Variance

Introduction to Bias and Variance

Bias and Variance in Machine Learning

Bias vs Variance

Bias Variance Trade-Off

Hands-on for Bias and Variance Tradeoff

Summary of Bias and Variance

Bias Variance Tradeoff
 at 
Great Learning 
Admission Process

    Important Dates

    Nov 30, 2024
    Course Commencement Date

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