Items related to Applied Machine Learning with Python

Applied Machine Learning with Python - Softcover

Giussani, Andrea

 
9788831322041: Applied Machine Learning with Python
Softcover
ISBN 10: 8831322044 ISBN 13: 9788831322041
Publisher: EGEA Spa - Bocconi University Press, 2020

Synopsis

Unlock the power of machine learning with Python. This practical guide provides a concise yet comprehensive introduction to applying machine learning techniques using Python. Ideal for data scientists, machine learning engineers, and students, this resource covers fundamental concepts and modern algorithms, including ensemble methods like XGBoost and CatBoost.

Learn to tackle real-world challenges with techniques for handling imbalanced data, dimensionality reduction, and feature engineering. Benefit from clear explanations, practical code examples, and a focus on actionable insights. Transform your data into knowledge and drive better decisions. This book empowers you to build and deploy effective machine learning solutions.

  • Master essential machine learning algorithms
  • Apply practical techniques for data preprocessing
  • Implement ensemble methods for improved accuracy

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About the Author

Andrea Giussani is an Academic Fellow in Computer Science at Bocconi University. He holds a PhD in Statistics, and he has published in several peer-reviewed journals.

"About this title" may belong to another edition of this title.

Publisher
EGEA Spa - Bocconi University Press
Publication date
2020
Language
English
ISBN 10 
8831322044
ISBN 13 
9788831322041
Binding
Paperback
Number of pages
200