Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
|
Buy Now
The Application of Artificial Intelligence - Step-by-Step Guide from Beginner to Expert (Hardcover, 1st ed. 2021)
Loot Price: R3,219
Discovery Miles 32 190
|
|
The Application of Artificial Intelligence - Step-by-Step Guide from Beginner to Expert (Hardcover, 1st ed. 2021)
Expected to ship within 10 - 15 working days
|
This book presents a unique, understandable view of machine
learning using many practical examples and access to free
professional software and open source code. The user-friendly
software can immediately be used to apply everything you learn in
the book without the need for programming. After an introduction to
machine learning and artificial intelligence, the chapters in Part
II present deeper explanations of machine learning algorithms,
performance evaluation of machine learning models, and how to
consider data in machine learning environments. In Part III the
author explains automatic speech recognition, and in Part IV
biometrics recognition, face- and speaker-recognition. By Part V
the author can then explain machine learning by example, he offers
cases from real-world applications, problems, and techniques, such
as anomaly detection and root cause analyses, business process
improvement, detecting and predicting diseases, recommendation AI,
several engineering applications, predictive maintenance,
automatically classifying datasets, dimensionality reduction, and
image recognition. Finally, in Part VI he offers a detailed
explanation of the AI-TOOLKIT, software he developed that allows
the reader to test and study the examples in the book and the
application of machine learning in professional environments. The
author introduces core machine learning concepts and supports these
with practical examples of their use, so professionals will
appreciate his approach and use the book for self-study. It will
also be useful as a supplementary resource for advanced
undergraduate and graduate courses on machine learning and
artificial intelligence.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.