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Machine Learning for Computer Scientists and Data Analysts
- From an Applied Perspective
Engelsk
Bogcover for Machine Learning for Computer Scientists and Data Analysts af Zhiqian Chen, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, 9783030967581
Specifikationer
Sprog:
Engelsk
Sider:
458
ISBN-13:
9783030967581
Indbinding:
Paperback
Udgave:
ISBN-10:
3030967581
Udg. Dato:
10 jul 2023
Længde:
29mm
Bredde:
236mm
Højde:
157mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
10 jul 2023
Paperback
Format:

Om denne bog

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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Specifikationer
Sprog:
Engelsk
Sider:
458
ISBN-13:
9783030967581
Indbinding:
Paperback
Udgave:
ISBN-10:
3030967581
Udg. Dato:
10 jul 2023
Længde:
29mm
Bredde:
236mm
Højde:
157mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
10 jul 2023
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