Machine Learning for Computer Scientists and Data Analysts : From an Applied ...-image

Machine Learning for Computer Scientists and Data Analysts : From an Applied ...

$ 53.06

Number of Pages: Xv, 458 Pages Publisher: Springer International Publishing A&G gtin13: 9783030967581 Genre: Computers, Technology & Engineering, Science Language: English Publication Year: 2023 Author: Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Zhiqian Chen Topic: General, Electronics / Circuits / General, Electronics / General, Cybernetics Format: Trade Paperback Item Length: 9.3 in Book Title: Machine Learning for Computer Scientists and Data Analysts : from an Applied Perspective Item Width: 6.1 in ISBN: 9783030967581 Item Weight: 25.5 Oz Illustrator: Yes

Description

Machine Learning for Computer Scientists and Data Analysts : From an Applied Perspective, Paperback by Rafatirad, Setareh; Homayoun, Houman; Chen, Zhiqian; Dinakarrao, Sai Manoj Pudukotai, ISBN 3030967581, ISBN-13 9783030967581, Brand New, Free shipping in the US This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.

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