Category: Computer Science & Computer Engineering

Applied Machine Learning Explainability Techniques 0

Applied Machine Learning Explainability Techniques

eBook Details: Paperback: 306 pages Publisher: WOW! eBook (July 29, 2022) Language: English ISBN-10: 1803246154 ISBN-13: 978-1803246154 eBook Description: Applied Machine Learning Explainability Techniques: Leverage top XAI frameworks to explain your machine learning models with ease and discover best practices and guidelines to build scalable explainable ML systems Explainable AI (XAI) is an emerging field that brings artificial intelligence (AI) closer to non-technical end users. XAI makes machine learning (ML) models transparent and trustworthy along with promoting AI adoption for industrial and research use cases. Applied Machine Learning Explainability Techniques comes with a unique blend of industrial and academic research perspectives to help you acquire practical XAI skills....

Artificial Intelligence in Medical Sciences and Psychology 0

Artificial Intelligence in Medical Sciences and Psychology

eBook Details: Paperback: 184 pages Publisher: WOW! eBook (May 20, 2022) Language: English ISBN-10: 1484282167 ISBN-13: 978-1484282168 eBook Description: Artificial Intelligence in Medical Sciences and Psychology: With Application of Machine Language, Computer Vision, and NLP Techniques Get started with artificial intelligence for medical sciences and psychology. This Artificial Intelligence in Medical Sciences and Psychology book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques. The book covers ways to use neural networks to classify patients with diseases. You will know how to apply computer vision techniques and convolutional neural networks (CNNs) to segment diseases such as...

Computer Vision Projects with PyTorch 0

Computer Vision Projects with PyTorch

eBook Details: Paperback: 362 pages Publisher: WOW! eBook (July 19, 2022) Language: English ISBN-10: 1484282728 ISBN-13: 978-1484282724 eBook Description: Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. This book discusses computer vision algorithms and their applications using PyTorch. The book begins with the fundamentals of computer vision: convolutional neural nets, RESNET, YOLO, data augmentation, and other regularization techniques used in the industry. And then it gives you a quick overview of the PyTorch libraries used in the book. After that, it takes you through the implementation of image classification problems, object detection...

Hands-on AIOps 0

Hands-on AIOps

eBook Details: Paperback: 266 pages Publisher: WOW! eBook (July 21, 2022) Language: English ISBN-10: 1484282663 ISBN-13: 978-1484282663 eBook Description: Hands-on AIOps: Best Practices Guide to Implementing AIOps Welcome to your hands-on guide to artificial intelligence for IT operations (AIOps). This book provides in-depth coverage, including operations and technical aspects. The fundamentals of machine learning (ML) and artificial intelligence (AI) that form the core of AIOps are explained as well as the implementation of multiple AIOps uses cases using ML algorithms. The book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations landscape. The authors discuss the evolution of AIOps,...

Machine Learning for Streaming Data with Python 0

Machine Learning for Streaming Data with Python

eBook Details: Paperback: 258 pages Publisher: WOW! eBook (July 15, 2022) Language: English ISBN-10: 180324836X ISBN-13: 978-1803248363 eBook Description: Machine Learning for Streaming Data with Python: Apply machine learning to streaming data with the help of practical examples, and deal with challenges that surround streaming Streaming data is the new top technology to watch out for in the field of data science and machine learning. As business needs become more demanding, many use cases require real-time analysis as well as real-time machine learning. This book will help you to get up to speed with data analytics for streaming data and focus strongly on adapting machine learning and...

Deep Learning with R, Second Edition 0

Deep Learning with R, Second Edition

eBook Details: Paperback: 568 pages Publisher: WOW! eBook; 2nd edition (July 26, 2022) Language: English ISBN-10: 1633439844 ISBN-13: 978-1633439849 eBook Description: Deep Learning with R, 2nd Edition: Deep learning from the ground up using R and the powerful Keras library! Deep Learning with R, Second Edition shows you how to put deep learning into action. It’s based on the revised new edition of François Chollet’s bestselling Deep Learning with Python. All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. Novices and experienced ML practitioners will love the expert insights, practical...