Category: Databases & Big Data
eBook Details: Paperback: 359 pages Publisher: WOW! eBook (November 21, 2023) Language: English ISBN-10: 1098151615 ISBN-13: 978-1098151614 eBook Description: Architecting Data and Machine Learning Platforms: Enable Analytics and AI-Driven Innovation in the Cloud All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This Architecting Data and Machine Learning Platforms handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks. You’ll learn how to: Design a...
eBook Details: Paperback: 264 pages Publisher: WOW! eBook (November 21, 2023) Language: English ISBN-10: 1098139720 ISBN-13: 978-1098139728 eBook Description: Delta Lake: Up and Running: Modern Data Lakehouse Architectures with Delta Lake With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data’s quality. Delta Lake’s open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS. You’ll learn how to: Use modern data management and data engineering techniques Understand how ACID transactions bring reliability to data lakes at scale Run...
eBook Details: Paperback: 246 pages Publisher: WOW! eBook (September 29, 2023) Language: English ISBN-10: 1804615250 ISBN-13: 978-1804615256 eBook Description: Building ETL Pipelines with Python: Develop production-ready ETL pipelines by leveraging Python libraries and deploying them for suitable use cases Modern extract, transform, and load (ETL) pipelines for data engineering have favored the Python language for its broad range of uses and a large assortment of tools, applications, and open source components. With its simplicity and extensive library support, Python has emerged as the undisputed choice for data processing. In this book, you’ll walk through the end-to-end process of ETL data pipeline development,...
eBook Details: Paperback: 242 pages Publisher: WOW! eBook (October 27, 2023) Language: English ISBN-10: 1805126156 ISBN-13: 978-1805126157 eBook Description: Machine Learning with Qlik Sense: Master the art of machine learning by using the one-of-a-kind Qlik platform, and take your data analytics skills to the next level The ability to forecast future trends through data prediction, coupled with the integration of ML and AI, has become indispensable to global enterprises. Qlik, with its extensive machine learning capabilities, stands out as a leading analytics platform enabling businesses to achieve exhaustive comprehension of their data. This book helps you maximize these capabilities by using hands-on...
eBook Details: Paperback: 222 pages Publisher: WOW! eBook (October 4, 2023) Language: English ISBN-10: 1484297342 ISBN-13: 978-1484297346 eBook Description: Practical Implementation of a Data Lake: Translating Customer Expectations into Tangible Technical Goals This Practical Implementation of a Data Lake book explains how to implement a data lake strategy, covering the technical and business challenges architects commonly face. It also illustrates how and why client requirements should drive architectural decisions. Drawing upon a specific case from his own experience, author Nayanjyoti Paul begins with the consideration from which all subsequent decisions should flow: what does your customer need? He also describes the importance...
