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Machine Learning Contests: A Guidebook (1st ed. 2023)
Loot Price: R1,490
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Machine Learning Contests: A Guidebook (1st ed. 2023)
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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. And then
lists the main points of difficulties, general ideas with solutions
in the whole process. Moreover, this book comprehensively covers
several common problems in the field of machine learning
competitions such as recommendation, temporal prediction,
advertising, text computing, etc. The authors, also knew as
"competition professionals”, will explain the actual cases in
detail and teach you various processes, routines, techniques and
strategies, which is a rare treasure book for all competition
enthusiasts. It is very suitable for readers who are interested in
algorithm competitions and deep learning algorithms in practice, or
computer-related majors.
General
Imprint: |
Springer Verlag, Singapore
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Country of origin: |
Singapore |
Release date: |
September 2023 |
First published: |
2023 |
Authors: |
Wang He
• Peng Liu
• Qian Qian
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Dimensions: |
235 x 155mm (L x W) |
Pages: |
331 |
Edition: |
1st ed. 2023 |
ISBN-13: |
978-981-9937-22-6 |
Categories: |
Books
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LSN: |
981-9937-22-1 |
Barcode: |
9789819937226 |
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