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Machine Learning with XGBoost Using scikit-learn in Python

XGBoost is the most winning supervised machine learning approach in competitive modeling on structured datasets. This course will teach you the basics of XGBoost, including basic syntax, functions, and implementing the model in the real world.

Intermediate
1h 33m
(36)

Created by Mike West

Last Updated Jul 08, 2024

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  • Course

Machine Learning with XGBoost Using scikit-learn in Python

XGBoost is the most winning supervised machine learning approach in competitive modeling on structured datasets. This course will teach you the basics of XGBoost, including basic syntax, functions, and implementing the model in the real world.

Intermediate
1h 33m
(36)

Created by Mike West

Last Updated Jul 08, 2024

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What you'll learn

At the core of applied machine learning is supervised machine learning. In this course, Machine Learning with XGBoost Using scikit-learn in Python, you will learn how to build supervised learning models using one of the most accurate algorithms in existence. First, you will discover what XGBoost is and why it’s revolutionized competitive modeling. Next, you will explore the importance of data wrangling and see how clean data affects XGBoost’s performance. Finally, you will learn how to build, train, and score XGBoost models for real-world performance. When you are finished with this course, you will have a foundational knowledge of XGBoost that will help you as you move forward to becoming a machine learning engineer.

Machine Learning with XGBoost Using scikit-learn in Python
Intermediate
1h 33m
(36)
Table of contents

About the author
Mike West - Pluralsight course - Machine Learning with XGBoost Using scikit-learn in Python
Mike West
3 courses 3.8 author rating 85 ratings

Mike has Bachelor of Science degrees in Business and Psychology. He's passionate about machine learning and data engineering.

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