Machine Learning Contests: A Guidebook

by Peng Liu, Qian Qian, Wang He

This book systematically introduces the competitions in the field of algorithm and machine learning. The first author of the book has won 5 championships and 5 runner-ups in domestic and international algorithm competitions.

Firstly, it takes common competition scenarios as a guide by giving the main processes of using machine learning to solve real-world problems, namely problem modelling, data exploration, feature engineering, model training...

• Format: Paperback
• Language: English
• ISBN: 9819937221
• ISBN13: 9789819937226
• Release Date: October 2023
• Publisher: Springer
• Length: 393 Pages
• Weight: 1.28 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"