Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective - Zhiqian Chen,Houman Homayoun,Setareh Rafatirad,Sai Manoj Pudukotai Dinakarrao
-35% koodilla BOOKS
Toimitus 12-18 arkipäivässä
30 päivän palautusoikeus
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 algorith ... Täydellinen kuvaus
Saatat myös pitää
TOP
The Demon-Haunted World: Science as a Candle in the Dark
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Art of Uncertainty: How to Navigate Chance, Ignorance, Risk and Luck
-35% koodilla BOOKS
Loppu
TOP
Heart Rate Variability: Science and Strategies for Peak Performance
Marco Altini, Sylvain Laborde, Dan Plews, Emma Mosley
-35% koodilla BOOKS
Loppu
TOP
Many Faces, One Purpose: A Manager's Handbook on Women in Firefighting
U. S. Fire Administration, Homeland Security
-35% koodilla BOOKS
Loppu
TOP
Thinking in Systems: International Bestseller
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Gulf Moment: Arab Relations Since 2011
Florence Gaub, U. S. Army War College, Strategic Studies Institute
-35% koodilla BOOKS
Loppu
TOP
Introduction to Algorithms
Ronald L. Rivest, Charles E. Leiserson, Clifford Stein, Thomas H. Cormen
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Skin in the Game: Hidden Asymmetries in Daily Life
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
101 Things I Learned in Architecture School
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Dinosaurs and Prehistoric Life: The Definitive Visual Guide to Prehistoric Animals
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Worth Dying For: The Power and Politics of Flags
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Crossing Borders: About the birth of the Consortium of European Research Libraries, the organisation's early years and its path to maturity, spanning the period from the late twentieth century to the first decades of the twenty-first century
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Only Dull People Are Brilliant at Breakfast
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Playing It by the Book: Printed and Manuscript Book Games in Early Modern Europe
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
International Economics: Theory and Policy, Global Edition
Paul Krugman, Maurice Obstfeld, Marc Melitz
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Dictionary of Obscure Sorrows
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Unaccountability Machine: Why Big Systems Make Terrible Decisions
-35% koodilla BOOKS
Toimittajalla varastossa
Kuvaus
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.
Lisätietoja
| Kirjoittaja | Zhiqian Chen, Houman Homayoun, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao |
|---|---|
| Julkaisija | Springer Nature Switzerland |
| Julkaisuvuosi | 2023 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9783030967581 |