Category: Databases & Big Data
eBook Details: Paperback: 193 pages Publisher: WOW! eBook (December 7, 2023) Language: English ISBN-10: 1484299817 ISBN-13: 978-1484299814 eBook Description: Introduction to Responsible AI: Implement Ethical AI Using Python Learn and implement responsible AI models using Python. This Introduction to Responsible AI book will teach you how to balance ethical challenges with opportunities in artificial intelligence. The book starts with an introduction to the fundamentals of AI, with special emphasis given to the key principles of responsible AI. The authors then walk you through the critical issues of detecting and mitigating bias, making AI decisions understandable, preserving privacy, ensuring security, and designing robust...
eBook Details: Paperback: 244 pages Publisher: WOW! eBook (December 7, 2023) Language: English ISBN-10: 1484299655 ISBN-13: 978-1484299654 eBook Description: Building a Data Culture: The Usage and Flow Data Culture Model In today’s fast-paced digital landscape, organizations face an ever-increasing volume of data that holds immense potential for driving business success. However, many businesses struggle to harness this potential due to a lack of understanding and effective utilization of data within their culture. This Building a Data Culture book is a comprehensive guide that unveils the transformative power of data and provides actionable insights to cultivate a data-driven organizational culture. The book emphasizes...
eBook Details: Paperback: 248 pages Publisher: WOW! eBook (January 2, 2024) Language: English ISBN-10: 1617299022 ISBN-13: 978-1617299025 eBook Description: Distributed Machine Learning Patterns: Practical patterns for scaling machine learning from your laptop to a distributed cluster Distributing machine learning systems allow developers to handle extremely large datasets across multiple clusters, take advantage of automation tools, and benefit from hardware accelerations. This book reveals best practice techniques and insider tips for tackling the challenges of scaling machine learning systems. Inside Distributed Machine Learning Patterns you’ll learn to apply established distributed systems patterns to machine learning projects—plus explore cutting-edge new patterns created specifically for...
eBook Details: Paperback: 238 pages Publisher: WOW! eBook (December 2, 2023) Language: English ISBN-10: 1484296877 ISBN-13: 978-1484296875 eBook Description: Google Cloud Platform for Data Science: A Crash Course on Big Data, Machine Learning, and Data Analytics Services This Google Cloud Platform for Data Science book is your practical and comprehensive guide to learning Google Cloud Platform (GCP) for data science, using only the free tier services offered by the platform. Data science and machine learning are increasingly becoming critical to businesses of all sizes, and the cloud provides a powerful platform for these applications. GCP offers a range of data science services...
eBook Details: Paperback: 137 pages Publisher: WOW! eBook (August 22, 2023) Language: English ISBN-10: 1098143833 ISBN-13: 978-1098143831 eBook Description: Data Curious: Applying Agile Analytics for Better Business Decisions Data has been a missing part of most academic curriculums for a long time, and we’re all being affected. During challenging times, creating a data-informed culture can help you pivot quickly or prevent expensive missteps. Developing a data curious organization will take advantage of the burgeoning data resources available as a result of increasing digitalization. Discover what an agile, empowered, data-driven organization should look like Examine how to use data in new ways to...
