Category: Computer Science & Computer Engineering

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....

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...

eBook Details: Paperback: 327 pages Publisher: WOW! eBook (July 21, 2022) Language: English ISBN-10: 1484282868 ISBN-13: 978-1484282861 eBook Description: Machine Learning on Geographical Data Using Python: Introduction into Geodata with Applications and Use Cases Get up and running with the basics of geographic information systems (GIS), geospatial analysis, and machine learning on spatial data in Python. This book starts with an introduction to geodata and covers topics such as GIS and common tools, standard formats of geographical data, and an overview of Python tools for geodata. Specifics and difficulties one may encounter when using geographical data are discussed: from coordinate systems and map projections to different geodata...

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...

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,...