Gopal M Applied Machine Learning 2018
General:
Name: Gopal M Applied Machine Learning 2018
Format: pdf
Size: 17.41 MB
Book:
Title: Applied Machine Learning
Author: M. Gopal
Language: angielski
Year: 2019
Subjects: Science & Technology, Engineering, Electrical & Electronic Engineering, Electronics – General & Miscellaneous, Engineering – Electrical & Electronic
Publisher: McGraw Hill LLC
ISBN: 9781260456851
Total pages: 651
Description:
Cutting-edge machine learning principles, practices, and applications
This comprehensive textbook explores the theoretical under¬pinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed.
Coverage includes:
- Supervised learning
- Statistical learning
- Learning with support vector machines (SVM)
- Learning with neural networks (NN)
- Fuzzy inference systems
- Data clustering
- Data transformations
- Decision tree learning
- Business intelligence
- Data mining
- And much more
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