Contact
How to shop
Delivery
Shopping guide
Practical Gradient Boosting
English
109 b
Delivery to Austria
Up to 30 days for returns
Customers also purchased
/
Paperback
54.69
€
/
Paperback
69.90
€
/
Paperback
21.39
€
/
Paperback
27.59
€
/
Paperback
31.09
€
/
Paperback
11.99
€
This book on Gradient Boosting methods is intended for students, academics, engineers, and data scientists who wish to discover in depth the functioning of this powerful Machine Learning method.
All the concepts are illustrated by samples of code. They allow the reader to build from scratch their training library of Gradient Boosting. In parallel, the book presents the best practices of Data Science and provides the reader with a solid technical and mathematical background to build Machine Learning models.
After a presentation of the principles of Gradient Boosting, its use cases, advantages, and limitations, the reader is introduced to the details of the mathematical theory. A simple but complete implementation is given to illustrate how it works.
The reader is then armed to tackle the application and configuration of this method. Data preparation, training, model explanation, automatic Hyper Parameter Tuning, and use of objective functions are covered in detail!
The book's last chapters extend the subject to the application of Gradient Boosting to time series, the presentation of the emblematic libraries XGBoost, CatBoost, and LightGBM as well as the concept of multi-resolution models.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Hardback
10.49
€
Hi! I'm Libroamiko, your book advisor.
How can I help you?