WOW! eBook

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...

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...

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...