Data Science for IoT Engineers
A Systems Analytics Approach
(Sprache: Englisch)
No detailed description available for "Data Science for IoT Engineers".
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No detailed description available for "Data Science for IoT Engineers".
Inhaltsverzeichnis zu „Data Science for IoT Engineers “
Part One1: Machine Learning from Multiple Perspectives
2: Introduction to Machine Learning
3: Systems Theory, Linear Algebra, and Analytics Basics
4: Modern Machine Learning
Part Two: Systems Analytics
5: Systems Theory Foundations of Machine Learning
6: State Space Model and Bayes Filter
7: The Kalman Filter for Adaptive Machine Learning
8: The Need for Dynamical Machine Learning
9: Digital Twins
Epilogue: A New Random Field Theory
Index
Autoren-Porträt von P. G. Madhavan
Madhavan P. G. : P. G. Madhavan, Ph.D., has an extensive background in the Internet of Things (IoT), machine learning, digital twins, and wireless technologies in roles such as Chief IoT Officer and IoT Product Manager at large corporations (including Rockwell Automation, GE Aviation, and NEC).
Bibliographische Angaben
- Autor: P. G. Madhavan
- 2021, 158 Seiten, Masse: 17,8 x 22,9 cm, Kartoniert (TB), Englisch
- Verlag: De Gruyter
- ISBN-10: 1683926420
- ISBN-13: 9781683926429
Sprache:
Englisch
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