Explainable AI for Practitioners
Designing and Implementing Explainable ML Solutions
|Price||$43.99 - $52.48
|Authors||Michael Munn, David Pitman|
|Format||Paper book / ebook (PDF)|
Most intermediate-level machine learning books focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance of understanding why and how your ML model makes the predictions that it does.
Explainability methods provide an essential toolkit for better understanding model behavior, and this practical guide brings together best-in-class techniques for model explainability. Experienced machine learning engineers and data scientists will learn hands-on how these techniques work so that you'll be able to apply these tools more easily in your daily workflow.
by Arjun Panesar
Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.You'll discover the ethical implications of healthcare data analytics ...
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by Jeff Prosise
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for s...
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Price: $45.95 | Publisher: O'Reilly Media | Release: 2022
by Anshik Bansal
Learn how AI impacts the healthcare ecosystem through real-life case studies with TensorFlow 2.0 and other machine learning (ML) libraries.This book begins by explaining the dynamics of the healthcare market, including the role of stakeholders such as healthcare professionals, patients, and payers. Then it moves into the case studies. The...
Price: $36.74 | Publisher: Apress | Release: 2021
by Abhinav Suri
Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to...
Price: $41.49 | Publisher: Apress | Release: 2022
by Curtis Bennett, Dan Violet Sagmiller
Unity is a powerful cross-platform game creation system that includes a game engine and integrated development environment (IDE). AI programming in Unity is a key task for any game developer as it gives you the ability to make computer characters think and behave like a living organism.This book focuses on the different AI tasks that are ...
Price: $29.99 | Publisher: Packt Publishing | Release: 2014
by Taweh Beysolow II
Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms.Applied Natura...
Price: $25.19 | Publisher: Apress | Release: 2018
by Soumendra Mohanty, Sachin Vyas
Get started with artificial intelligence in your business. This book will help you understand AI, its implications, and how to adopt a strategy that is rational, relevant, and practical.Beyond the buzzwords and the technology complexities, organizations are struggling to understand what AI means for their industry and how they can start t...
Price: $23.64 | Publisher: Apress | Release: 2018