Cloud Data Architectures Demystified: Gain the expertise to build Cloud data solutions as per the organization’s needs (English Edition)
by: Ashok Boddeda (Author)
ASIN: B0CJWW8LP6
Publisher finelybook 出版社: BPB Publications (September 28, 2023)
Language 语言: English
Print Length 页数: 240 pages
ISBN-10: 9355515812
ISBN-13: 9789355515810
Book Description
Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization
Key Features
● Get familiar with the fundamentals of data architecture and Cloud computing.
● Design and deploy enterprise data architectures on the Cloud.
● Learn how to leverage AI/ML to gain insights from data.
Description
Cloud data architectures are a valuable tool for organizations that want to use data to make better decisions. By understanding the different components of Cloud data architectures and the benefits they offer, organizations can select the right architecture for their needs.
This book is a holistic guide for using Cloud data technologies to ingest, transform, and analyze data. It covers the entire data lifecycle, from collecting data to transforming it into actionable insights. The readers will get a comprehensive overview of Cloud data technologies and AI/ML algorithms. The readers will learn how to use these technologies and algorithms to improve decision-making, optimize operations, and identify new opportunities.
By the end of the book, you will have a comprehensive understanding of loud data architectures and the confidence to implement effective solutions that drive business success.
What you will learn
● Learn the fundamental principles of data architecture.
● Understand the working of different cloud ecosystems such as AWS, Azure & GCP.
● Explore different Snowflake data services.
● Learn how to implement data governance policies and procedures.
● Use artificial intelligence (AI) and machine learning (ML) to gain insights from data.
Who this book is for
This book is for executives, IT professionals, and data enthusiasts who want to learn more about Cloud data architectures. It does not require any prior experience, but a basic understanding of data concepts and technology landscapes will be helpful.
Table of Contents
1. Data Architectures and Patterns
2. Enterprise Data Architectures
3. Cloud Fundamentals
4. Azure Data Eco-system
5. AWS Data Services
6. google Data Services
7. Snowflake Data Eco-system
8. Data Governance
9. Data Intelligence: AI-ML Modeling and Services
About the Author
“Ashok Boddeda is an accomplished technology professional with a remarkable journey spanning over two decade in the realm of Information Technology. With an innate passion for all tech things, Ashok’s journey began with a strong foundation in Computer Science, evolving into a trailblazing career that encompasses a wide spectrum of skills. His adeptness in cloud computing, system architecture, and software development reflects his deep-rooted curiosity and relentless drive for excellence. Currently serving as the AI Practice Lead at Wilcosource, Ashok’s extensive experience shines through in his pivotal role. His leadership aspires to infuse cutting-edge technologies, especially in the realm of Artificial Intelligence, into strategic business solutions. This serves as a testament to his exceptional understanding of the dynamic technology landscape and his ability to harness its potential for transformative outcomes. Ashok’s innate ability to bridge intricate technical concepts with real-world applications underscores his dedication to innovation, making him an invaluable asset in today’s technology-driven world. Ashok’s journey has been significantly enriched by his tenure at Microsoft’s OSS division, where he delivered IoT, AI, and DevOps solutions, pushing the boundaries of what Microsoft technology stack can achieve. Additionally, at Dell, he led the development of an AI recommendation tool for the commerce website, enhancing user experiences. His experience in migrating Oxford Journals to the cloud further solidifies his expertise in navigating complex technology landscapes and delivering solutions that empower organizations to thrive in the digital age. ” Amazon page
