Bias Variance Tradeoff
- Offered byGreat Learning
- Private Institute
Bias Variance Tradeoff at Great Learning Overview
Bias Variance Tradeoff
at Great Learning
Duration | 1 hour |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Bias Variance Tradeoff
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Bias Variance Tradeoff at Great Learning Highlights
Bias Variance Tradeoff
at Great Learning
- Earn a certificate of completion
Bias Variance Tradeoff at Great Learning Course details
Bias Variance Tradeoff
at Great Learning
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
Bias Variance Tradeoff
at Great Learning
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
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