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Summary

Understand the bias-variance trade-off and how it impacts model accuracy. Learn to visualize different error sources, build polynomial models, and apply this knowledge to improve predictions in business contexts.

In this chapter, we learned about the following concepts.

Bias-variance trade-off review

Bias-variance trade-off is very important to improve the model performance. The main goal ...