Category: Databases & Big Data
eBook Details: Paperback: 384 pages Publisher: WOW! eBook (October 22, 2024) Language: English ISBN-10: 8868808371 ISBN-13: 978-8868808371 eBook Description: Autonomous Data Security: Creating a Proactive Enterprise Protection Plan This Autonomous Data Security book focuses on analyzing the foundational requirements necessary to construct an autonomous data protection solution for enterprise businesses. It navigates readers through various options and tools, outlining the advantages and disadvantages of each. Covering diverse deployment environments including cloud, on-premises, and hybrid setups, as well as different deployment scales and comprehensive channel coverages, it encourages readers to break away from conventional norms in their approach. By exploring the factors that...
eBook Details: Paperback: 472 pages Publisher: WOW! eBook (November 5, 2024) Language: English ISBN-10: 1098156013 ISBN-13: 978-1098156015 eBook Description: Machine Learning Production Systems: Engineering Machine Learning Models and Pipelines Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting-especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this Machine Learning Production Systems practical book gives you a broad view of the entire field. This Machine Learning...
eBook Details: Paperback: 230 pages Publisher: WOW! eBook (April 30, 2024) Language: English ISBN-10: 1805120107 ISBN-13: 978-1805120100 eBook Description: Accelerate Model Training with PyTorch 2.X: Build more accurate models by boosting the model training process. Dramatically accelerate the building process of complex models using PyTorch to extract the best performance from any computing environment. Penned by an expert in High-Performance Computing (HPC) with over 25 years of experience, this Accelerate Model Training with PyTorch 2.X book is your guide to enhancing the performance of model training using PyTorch, one of the most widely adopted machine learning frameworks. You’ll start by understanding how...
eBook Details: Paperback: 334 pages Publisher: WOW! eBook (September 30, 2024) Language: English ISBN-10: 1836200919 ISBN-13: 978-1836200918 eBook Description: RAG-Driven Generative AI: Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone. Minimize AI hallucinations and build accurate, custom generative AI pipelines with RAG using embedded vector databases and integrated human feedback. RAG-Driven Generative AI provides a roadmap for building effective LLM, computer vision, and generative AI systems that balance performance and costs. This book offers a detailed exploration of RAG and how to design, manage, and control multimodal AI pipelines. By connecting outputs to traceable source documents, RAG improves...
eBook Details: Paperback: 406 pages Publisher: WOW! eBook; 2nd edition (September 30, 2024) Language: English ISBN-10: 1835461220 ISBN-13: 978-1835461228 eBook Description: In-Memory Analytics with Apache Arrow, 2nd Edition: Accelerate data analytics for efficient processing of flat and hierarchical data structures. Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory format. Apache Arrow is an open source, columnar in-memory data format designed for efficient data processing and analytics. This In-Memory Analytics with Apache Arrow, 2nd Edition book harnesses the author’s 15 years of experience to show you a...
