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Codecademy

Intro to Regularization with Python

via Codecademy

Overview

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Machine learning models need to perform well not only on their training data, but also on new data. In this course, you will learn how to use regularization to improve performance on new data. You will learn the most common techniques for regularization, how they work, and how to apply them.

Syllabus

  • Intro to Regularization: Learn about regularization and how to implement it in Python.
    • Lesson: An Introduction to Regularization in Machine Learning
    • Quiz: Regularization
    • Article: Implementing Regularization Methods in Python
    • Project: Predict Wine Quality with Regularization
    • Informational: Next Steps

Taught by

Sarai Fernandez

Reviews

4.8 rating at Codecademy based on 5 ratings

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