Ultimate Snowflake Architecture For Cloud Data Warehousing

Download Ultimate Snowflake Architecture For Cloud Data Warehousing full books in PDF, epub, and Kindle. Read online Ultimate Snowflake Architecture For Cloud Data Warehousing ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Ultimate Snowflake Architecture for Cloud Data Warehousing

Author : Ganesh Bharathan
Publisher : Orange Education Pvt Ltd
ISBN 13 : 8197223939
Total Pages : 186 pages
Book Rating : 4.1/5 (972 download)

DOWNLOAD NOW!

Book Synopsis Ultimate Snowflake Architecture for Cloud Data Warehousing by : Ganesh Bharathan

Download or read book Ultimate Snowflake Architecture for Cloud Data Warehousing written by Ganesh Bharathan and published by Orange Education Pvt Ltd. This book was released on 2024-04-25 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Unlocking the Power of Snowflake: Unveiling the Architectural Wonders of Modern Data Management" KEY FEATURES ● Learn from real client experiences for practical deployment and administration. ● Design secure and high-performance data architectures. ● Develop seamless data pipelines for creation, transformation, and consumption. ● Utilize Snowflake Data Exchange for collaborative data sets and insights. DESCRIPTION Unlock the revolutionary world of Snowflake with this comprehensive book which offers invaluable insights into every aspect of Snowflake architecture and management. Beginning with an introduction to Snowflake's architecture and key concepts, you will learn about cloud data warehousing principles like Star and Snowflake schemas to master efficient data organization. Advancing to topics such as distributed systems and data loading techniques, you will discover how Snowflake manages data storage and processing for scalability and optimized performance. Covering security features like encryption and access control, the book will equip you with the tools to ensure data confidentiality and compliance. The book also covers expert insights into performance optimization and schema design, equipping you with techniques to unleash Snowflake's full potential. By the end, you will have a comprehensive understanding of Snowflake's architecture and be empowered to leverage its features for valuable insights from massive datasets. WHAT WILL YOU LEARN ● Understand the foundational principles of Snowflake architecture and its core components ● Efficiently manage organizations and accounts within the Snowflake environment ● Leverage virtual warehouse compute to scale processing capabilities effectively ● Implement role-based access control to ensure robust data security measures ● Establish comprehensive data governance practices tailored to Snowflake ● Apply the security framework provided by Snowflake to safeguard data assets ● Implement deployment considerations for seamless integration into existing systems ● Optimize data storage strategies to maximize efficiency and performance ● Explore the Snowflake Marketplace for additional resources and solutions ● Extend Snowflake's functionality using Snowpark for enhanced data processing capabilities WHO IS THIS BOOK FOR? The book is designed for data professionals, including database administrators, data engineers, solution architects, and enterprise data architects, seeking to optimize their data management and analysis with Snowflake architecture. Proficiency in SQL, data warehousing, cloud computing, distributed systems, data loading/integration, security, performance optimization, and schema design are essential prerequisites. Whether you're a beginner, intermediate, or advanced user, this book caters to all proficiency levels. TABLE OF CONTENTS 1. Getting Started with Snowflake Architecture 2. Managing Organizations and Accounts 3. Virtual Warehouse Compute 4. Role-Based Access Control 5. Snowflake Data Governance 6. Snowflake Security Framework 7. Deployment Considerations 8. Data Storage in Snowflake 9. Snowflake Marketplace: 10. Snowpark Index

Snowflake Cookbook

Author : Hamid Mahmood Qureshi
Publisher : Packt Publishing Ltd
ISBN 13 : 1800560184
Total Pages : 330 pages
Book Rating : 4.8/5 (5 download)

DOWNLOAD NOW!

Book Synopsis Snowflake Cookbook by : Hamid Mahmood Qureshi

Download or read book Snowflake Cookbook written by Hamid Mahmood Qureshi and published by Packt Publishing Ltd. This book was released on 2021-02-25 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop modern solutions with Snowflake's unique architecture and integration capabilities; process bulk and real-time data into a data lake; and leverage time travel, cloning, and data-sharing features to optimize data operations Key Features Build and scale modern data solutions using the all-in-one Snowflake platform Perform advanced cloud analytics for implementing big data and data science solutions Make quicker and better-informed business decisions by uncovering key insights from your data Book Description Snowflake is a unique cloud-based data warehousing platform built from scratch to perform data management on the cloud. This book introduces you to Snowflake's unique architecture, which places it at the forefront of cloud data warehouses. You'll explore the compute model available with Snowflake, and find out how Snowflake allows extensive scaling through the virtual warehouses. You will then learn how to configure a virtual warehouse for optimizing cost and performance. Moving on, you'll get to grips with the data ecosystem and discover how Snowflake integrates with other technologies for staging and loading data. As you progress through the chapters, you will leverage Snowflake's capabilities to process a series of SQL statements using tasks to build data pipelines and find out how you can create modern data solutions and pipelines designed to provide high performance and scalability. You will also get to grips with creating role hierarchies, adding custom roles, and setting default roles for users before covering advanced topics such as data sharing, cloning, and performance optimization. By the end of this Snowflake book, you will be well-versed in Snowflake's architecture for building modern analytical solutions and understand best practices for solving commonly faced problems using practical recipes. What you will learn Get to grips with data warehousing techniques aligned with Snowflake's cloud architecture Broaden your skills as a data warehouse designer to cover the Snowflake ecosystem Transfer skills from on-premise data warehousing to the Snowflake cloud analytics platform Optimize performance and costs associated with a Snowflake solution Stage data on object stores and load it into Snowflake Secure data and share it efficiently for access Manage transactions and extend Snowflake using stored procedures Extend cloud data applications using Spark Connector Who this book is for This book is for data warehouse developers, data analysts, database administrators, and anyone involved in designing, implementing, and optimizing a Snowflake data warehouse. Knowledge of data warehousing and database and cloud concepts will be useful. Basic familiarity with Snowflake is beneficial, but not necessary.

Jumpstart Snowflake

Author : Dmitry Anoshin
Publisher : Apress
ISBN 13 : 1484253280
Total Pages : 270 pages
Book Rating : 4.4/5 (842 download)

DOWNLOAD NOW!

Book Synopsis Jumpstart Snowflake by : Dmitry Anoshin

Download or read book Jumpstart Snowflake written by Dmitry Anoshin and published by Apress. This book was released on 2019-12-20 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the modern market of data analytics platforms and the benefits of using Snowflake computing, the data warehouse built for the cloud. With the rise of cloud technologies, organizations prefer to deploy their analytics using cloud providers such as Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Platform. Cloud vendors are offering modern data platforms for building cloud analytics solutions to collect data and consolidate into single storage solutions that provide insights for business users. The core of any analytics framework is the data warehouse, and previously customers did not have many choices of platform to use. Snowflake was built specifically for the cloud and it is a true game changer for the analytics market. This book will help onboard you to Snowflake, present best practices to deploy, and use the Snowflake data warehouse. In addition, it covers modern analytics architecture and use cases. It provides use cases of integration with leading analytics software such as Matillion ETL, Tableau, and Databricks. Finally, it covers migration scenarios for on-premise legacy data warehouses. What You Will Learn Know the key functionalities of Snowflake Set up security and access with cluster Bulk load data into Snowflake using the COPY command Migrate from a legacy data warehouse to Snowflake integrate the Snowflake data platform with modern business intelligence (BI) and data integration tools Who This Book Is For Those working with data warehouse and business intelligence (BI) technologies, and existing and potential Snowflake users

Rise of the Data Cloud

Author : Frank Slootman
Publisher : AuthorHouse
ISBN 13 : 1728373069
Total Pages : 200 pages
Book Rating : 4.7/5 (283 download)

DOWNLOAD NOW!

Book Synopsis Rise of the Data Cloud by : Frank Slootman

Download or read book Rise of the Data Cloud written by Frank Slootman and published by AuthorHouse. This book was released on 2020-12-18 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of the Data Cloud is ushering in a new era of computing. The world’s digital data is mass migrating to the cloud, where it can be more effectively integrated, managed, and mobilized. The data cloud eliminates data siloes and enables data sharing with business partners, capitalizing on data network effects. It democratizes data analytics, making the most sophisticated data science tools accessible to organizations of all sizes. Data exchanges enable businesses to discover, explore, and easily purchase or sell data—opening up new revenue streams. Business leaders have long dreamed of data driving their organizations. Now, thanks to the Data Cloud, nothing stands in their way.

Mastering Snowflake Platform

Author : Pooja Kelgaonkar
Publisher : BPB Publications
ISBN 13 : 9355519761
Total Pages : 485 pages
Book Rating : 4.3/5 (555 download)

DOWNLOAD NOW!

Book Synopsis Mastering Snowflake Platform by : Pooja Kelgaonkar

Download or read book Mastering Snowflake Platform written by Pooja Kelgaonkar and published by BPB Publications. This book was released on 2024-01-12 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on the data journey with the ultimate guide to Snowflake mastery KEY FEATURES ● Learn about Snowflake cloud-based data architecture and its basics. ● Learn and implement Snowflake’s unified features with use cases. ● Design and deploy robust enterprise data architectures with Snowflake. DESCRIPTION Handling ever evolving data for business needs can get complex. Traditional methods create bulky and costly-to-maintain data systems. Here, Snowflake emerges as a cost-effective solution, catering to both traditional and modern data needs with zero or minimal maintenance costs. This book helps you grasp Snowflake, guiding you to create complete solutions from start to finish. The starting focus covers Snowflake architecture, key features, native loading and unloading capabilities, ANSI SQL support, and processing of diverse data types and objects. The next part utilizes acquired knowledge to look into implementing data security, governance, and collaborations, utilizing Snowflake's features like data sharing and cloning. The final part explores advanced topics, including streams, tasks, performance optimizations, cost efficiencies, and operationalization with automated monitoring. Real-time use cases and reference architectures are provided to assist readers in implementing data warehouse, data lake, and data mesh solutions with Snowflake. WHAT YOU WILL LEARN ● Introduction to Snowflake and its three-layered architecture. ● Understand Snowflake’s native features. ● Understand the different types of data workloads and their architecture designs. ● Implement query and cost performance optimization using Snowflake native services. ● Introduction to Snowflake’s advanced features like dynamic and event tables. ● Snowflake’s capabilities with extended support to implement large language models. WHO THIS BOOK IS FOR This book is for data practitioners, data engineers, data architects, or every data enthusiast who is keen on learning Snowflake. It does not need any prior experience, however, it is beneficial to have a basic understanding of cloud computing, data concepts and basic programming skills. TABLE OF CONTENTS 1. Getting Started with Snowflake 2. Three Layered Architecture 3. Data Types, Data Objects and SQL Commands 4. Data Loading and Unloading 5. Understanding Streams and Tasks 6. Understanding Snowpark 7. Access Control and Managing Users Roles 8. Data Protection and Recovery 9. Snowflake Performance Optimization 10. Understanding Snowflake Costing and Utilizations 11. Implementing Cost Optimizations 12. Data Sharing 13. Data Cloning 14. Understanding Snowsight 15. Programming Connectors and Drivers 16. Workload Patterns with Snowflake 17. Introduction to Snowflake’s Advance Features

The Data Warehouse Toolkit

Author : Ralph Kimball
Publisher : John Wiley & Sons
ISBN 13 : 1118082141
Total Pages : 464 pages
Book Rating : 4.1/5 (18 download)

DOWNLOAD NOW!

Book Synopsis The Data Warehouse Toolkit by : Ralph Kimball

Download or read book The Data Warehouse Toolkit written by Ralph Kimball and published by John Wiley & Sons. This book was released on 2011-08-08 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This old edition was published in 2002. The current and final edition of this book is The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, 3rd Edition which was published in 2013 under ISBN: 9781118530801. The authors begin with fundamental design recommendations and gradually progress step-by-step through increasingly complex scenarios. Clear-cut guidelines for designing dimensional models are illustrated using real-world data warehouse case studies drawn from a variety of business application areas and industries, including: Retail sales and e-commerce Inventory management Procurement Order management Customer relationship management (CRM) Human resources management Accounting Financial services Telecommunications and utilities Education Transportation Health care and insurance By the end of the book, you will have mastered the full range of powerful techniques for designing dimensional databases that are easy to understand and provide fast query response. You will also learn how to create an architected framework that integrates the distributed data warehouse using standardized dimensions and facts.

Snowflake Essentials

Author : Frank Bell
Publisher : Apress
ISBN 13 : 9781484273159
Total Pages : 337 pages
Book Rating : 4.2/5 (731 download)

DOWNLOAD NOW!

Book Synopsis Snowflake Essentials by : Frank Bell

Download or read book Snowflake Essentials written by Frank Bell and published by Apress. This book was released on 2021-12-15 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the essentials of the Snowflake Database and the overall Snowflake Data Cloud. This book covers how Snowflake’s architecture is different from prior on-premises and cloud databases. The authors also discuss, from an insider perspective, how Snowflake grew so fast to become the largest software IPO of all time. Snowflake was the first database made specifically to be optimized with a cloud architecture. This book helps you get started using Snowflake by first understanding its architecture and what separates it from other database platforms you may have used. You will learn about setting up users and accounts, and then creating database objects. You will know how to load data into Snowflake and query and analyze that data, including unstructured data such as data in XML and JSON formats. You will also learn about Snowflake’s compute platform and the different data sharing options that are available. What You Will Learn Run analytics in the Snowflake Data Cloud Create users and roles in Snowflake Set up security in Snowflake Set up resource monitors in Snowflake Set up and optimize Snowflake Compute Load, unload, and query structured and unstructured data (JSON, XML) within Snowflake Use Snowflake Data Sharing to share data Set up a Snowflake Data Exchange Use the Snowflake Data Marketplace Who This Book Is For Database professionals or information technology professionals who want to move beyond traditional database technologies by learning Snowflake, a new and massively scalable cloud-based database solution

Data Modeling with Snowflake

Author : Serge Gershkovich
Publisher : Packt Publishing Ltd
ISBN 13 : 1837632782
Total Pages : 324 pages
Book Rating : 4.8/5 (376 download)

DOWNLOAD NOW!

Book Synopsis Data Modeling with Snowflake by : Serge Gershkovich

Download or read book Data Modeling with Snowflake written by Serge Gershkovich and published by Packt Publishing Ltd. This book was released on 2023-05-31 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how Snowflake's unique objects and features can be used to leverage universal modeling techniques through real-world examples and SQL recipes Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn core modeling techniques tied to practical examples using native Snowflake architecture Adopt a universal modeling language to communicate business value to functional teams Go beyond physical modeling with SQL recipes to transform and shape your Snowflake data Book DescriptionThe Snowflake Data Cloud is one of the fastest-growing platforms for data warehousing and application workloads. Snowflake's scalable, cloud-native architecture and expansive set of features and objects enables you to deliver data solutions quicker than ever before. Yet, we must ensure that these solutions are developed using recommended design patterns and accompanied by documentation that’s easily accessible to everyone in the organization. This book will help you get familiar with simple and practical data modeling frameworks that accelerate agile design and evolve with the project from concept to code. These universal principles have helped guide database design for decades, and this book pairs them with unique Snowflake-native objects and examples like never before – giving you a two-for-one crash course in theory as well as direct application. By the end of this Snowflake book, you’ll have learned how to leverage Snowflake’s innovative features, such as time travel, zero-copy cloning, and change-data-capture, to create cost-effective, efficient designs through time-tested modeling principles that are easily digestible when coupled with real-world examples.What you will learn Discover the time-saving benefits and applications of data modeling Learn about Snowflake’s cloud-native architecture and its features Understand and apply modeling techniques using Snowflake objects Universal modeling concepts and language through Snowflake objects Get comfortable reading and transforming semistructured data Learn directly with pre-built recipes and examples Learn to apply modeling frameworks from Star to Data Vault Who this book is for This book is for developers working with SQL who are looking to build a strong foundation in modeling best practices and gain an understanding of where they can be effectively applied to save time and effort. Whether you’re an ace in SQL logic or starting out in database design, this book will equip you with the practical foundations of data modeling to guide you on your data journey with Snowflake. Developers who’ve recently discovered Snowflake will be able to uncover its core features and learn to incorporate them into universal modeling frameworks.

Data Management in the Cloud

Author : Blake Tech
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (52 download)

DOWNLOAD NOW!

Book Synopsis Data Management in the Cloud by : Blake Tech

Download or read book Data Management in the Cloud written by Blake Tech and published by Independently Published. This book was released on 2023-07-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Management in the Cloud: A Guide to Snowflake's Modern Data Architecture Table of Contents Chapter 1: Introduction to Snowflake Chapter 2: Snowflake Architecture Chapter 3: Working with Snowflake Chapter 4: Snowflake's Data Storage and Querying Capabilities Chapter 5: Snowflake Security and Governance Chapter 6: Data Integration and ETL in Snowflake Chapter 7: Advanced Snowflake Features Chapter 8: Snowflake Best Practices Chapter 9: Snowflake Use Cases and Case Studies Chapter 10: Conclusion and Further Learning Chapter 11: Snowflake Tips and Tricks Chapter 12: Snowflake Data Sharing and Collaboration Chapter 13: Recap and Next Steps Chapter 14: Snowflake in the Future Chapter 15: Snowflake Best Practices for Cost Optimization

Mastering the Snowflake SQL API with Laravel 10

Author : Ronald Steelman
Publisher : Apress
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (688 download)

DOWNLOAD NOW!

Book Synopsis Mastering the Snowflake SQL API with Laravel 10 by : Ronald Steelman

Download or read book Mastering the Snowflake SQL API with Laravel 10 written by Ronald Steelman and published by Apress. This book was released on 2024-11-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is your indispensable guide to the core of Snowflake's SQL API, providing a comprehensive understanding of how to harness the full potential of this powerful tool. In today's data-driven world, organizations require robust, flexible, and scalable solutions to manage and analyze their ever-growing data sets, and Snowflake's Data Cloud platform has emerged as a game-changer in the realm of cloud data warehousing and analytics. The book builds examples around both Snowflake and the Laravel PHP Framework, and assumes a basic understanding of both SQL and Laravel. Snowflake's SQL API is a critical component of Snowflake's cloud-based data platform, empowering users to interact with and manipulate data stored in Snowflake through integrated application development, making it a fundamental tool for data engineers, analysts, and data scientists who are looking to build integrated applications for their users. The main topics covered in the book include SQL API development, SQL basics, advanced SQL techniques, data security, performance tuning, best practices for data warehousing, integrations, real-world use cases, a glimpse into the future of data analytics, and how to leverage a programming language, such as PHP in Laravel, to build dynamically integrated web applications. This book equips you with the knowledge and skills to leverage these features effectively, enabling you to unlock valuable insights, make data-driven decisions, and stay ahead in your industry. In a competitive landscape where data management and analytics are critical for business success, this book stands out as the definitive guide to mastering Snowflake's SQL API. Whether you're looking to advance your career, improve your organization's data infrastructure, or make data-driven decisions with confidence, Mastering Snowflake SQL API with Laravel 10 is a must-have resource that equips you with the tools needed to excel in the world of integrated data analytics and cloud data warehousing. What You Will Learn Master SQL fundamentals and advanced techniques Explore data loading, security, and performance optimization Keep up-to-date on best practices for efficient data warehousing Gain insights into real-word use cases Prepare for future Snowflake and data innovations Who This Book is For Data professionals, IT managers, business executives, students, and data enthusiasts.

The Ultimate Guide to Snowpark

Author : Shankar Narayanan SGS
Publisher : Packt Publishing Ltd
ISBN 13 : 1805124455
Total Pages : 254 pages
Book Rating : 4.8/5 (51 download)

DOWNLOAD NOW!

Book Synopsis The Ultimate Guide to Snowpark by : Shankar Narayanan SGS

Download or read book The Ultimate Guide to Snowpark written by Shankar Narayanan SGS and published by Packt Publishing Ltd. This book was released on 2024-05-30 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop robust data pipelines, deploy mature machine learning models, and build secure data apps with Snowpark using Python Key Features Get to grips with Snowpark’s basic and advanced features Implement workloads in domains like data engineering, data science, and data applications using Snowpark with Python Deploy Snowpark in production with practical examples and best practices Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionSnowpark is a powerful framework that helps you unlock numerous possibilities within the Snowflake Data Cloud. However, without proper guidance, leveraging the full potential of Snowpark with Python can be challenging. Packed with practical examples and code snippets, this book will be your go-to guide to using Snowpark with Python successfully. The Ultimate Guide to Snowpark helps you develop an understanding of Snowpark and how it enables you to implement workloads in data engineering, data science, and data applications within the Data Cloud. From configuration and coding styles to workloads such as data manipulation, collection, preparation, transformation, aggregation, and analysis, this guide will equip you with the right knowledge to make the most of this framework. You'll discover how to build, test, and deploy data pipelines and data science models. As you progress, you’ll deploy data applications natively in Snowflake and operate large language models (LLMs) using Snowpark container services. By the end of this book, you'll be able to leverage Snowpark's capabilities and propel your career as a Snowflake developer to new heights.What you will learn Harness Snowpark with Python for diverse workloads Develop robust data pipelines with Snowpark using Python Deploy mature machine learning models Explore the process of developing, deploying, and monetizing native apps using Snowpark Deploy and operate containers in Snowpark Discover the pathway to adopting Snowpark effectively in production Who this book is for This book is for data engineers, data scientists, developers, and data practitioners seeking an in-depth understanding of Snowpark’s features and best practices for deploying various workloads in Snowpark using the Python programming language. Basic knowledge of SQL, proficiency in Python, an understanding of data engineering and data science basics, and familiarity with the Snowflake Data Cloud platform are required to get the most out of this book.

Ultimate Salesforce Data Cloud for Customer Experience

Author : Gourab Mukherjee
Publisher : eBook Partnership
ISBN 13 : 8119416775
Total Pages : 258 pages
Book Rating : 4.1/5 (194 download)

DOWNLOAD NOW!

Book Synopsis Ultimate Salesforce Data Cloud for Customer Experience by : Gourab Mukherjee

Download or read book Ultimate Salesforce Data Cloud for Customer Experience written by Gourab Mukherjee and published by eBook Partnership. This book was released on 2024-01-18 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a Salesforce Data Cloud implementation expert. Book Description Survival in today's business landscape hinges on delivering exceptional customer experiences, and Customer Data Platforms (CDPs) are pivotal in achieving this goal. The ‘Ultimate Salesforce Data Cloud for Customer Experience' is your indispensable guide to unraveling the Salesforce ecosystem, illuminating its applications' significance in diverse business scenarios. Dive into the transformative potential of Customer Data Platforms, understanding their role in unlocking tremendous value for enterprises. Explore the prowess of Salesforce Data Cloud, a leading CDP platform, and gain practical insights into its seamless implementation. The book explores Salesforce Data Cloud architecture, gaining actionable insights for implementing both Customer Data Platforms and Salesforce Data Cloud. It will navigate the pivotal realms of data security and privacy, establishing a sturdy foundation for customer-centric strategies. The book also covers success stories that showcase the transformative outcomes achieved through the utilization of Salesforce Data Cloud. The end of the book serves as a roadmap for those aspiring to conquer the Salesforce Data Cloud Consultant exam. Table of Contents 1. Introducing Salesforce Platform 2. Introduction to Customer Data Platform 3. Going beyond CDP: Salesforce Data Cloud 4. Salesforce Data Cloud Architecture 5. Implementing a Customer Data Platform 6. Implementing Salesforce Customer Data Cloud 7. Data Security and Privacy 8. Success Stories with Salesforce Data Cloud 9. The Way Forward for Creating Great Customer Experiences 10. Preparation for the Salesforce Data Cloud Consultant Exam Index

Agile Data Warehouse Design

Author : Lawrence Corr
Publisher : DecisionOne Consulting
ISBN 13 : 0956817203
Total Pages : 330 pages
Book Rating : 4.9/5 (568 download)

DOWNLOAD NOW!

Book Synopsis Agile Data Warehouse Design by : Lawrence Corr

Download or read book Agile Data Warehouse Design written by Lawrence Corr and published by DecisionOne Consulting. This book was released on 2011-11 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agile Data Warehouse Design is a step-by-step guide for capturing data warehousing/business intelligence (DW/BI) requirements and turning them into high performance dimensional models in the most direct way: by modelstorming (data modeling + brainstorming) with BI stakeholders. This book describes BEAM✲, an agile approach to dimensional modeling, for improving communication between data warehouse designers, BI stakeholders and the whole DW/BI development team. BEAM✲ provides tools and techniques that will encourage DW/BI designers and developers to move away from their keyboards and entity relationship based tools and model interactively with their colleagues. The result is everyone thinks dimensionally from the outset! Developers understand how to efficiently implement dimensional modeling solutions. Business stakeholders feel ownership of the data warehouse they have created, and can already imagine how they will use it to answer their business questions. Within this book, you will learn: ✲ Agile dimensional modeling using Business Event Analysis & Modeling (BEAM✲) ✲ Modelstorming: data modeling that is quicker, more inclusive, more productive, and frankly more fun! ✲ Telling dimensional data stories using the 7Ws (who, what, when, where, how many, why and how) ✲ Modeling by example not abstraction; using data story themes, not crow's feet, to describe detail ✲ Storyboarding the data warehouse to discover conformed dimensions and plan iterative development ✲ Visual modeling: sketching timelines, charts and grids to model complex process measurement - simply ✲ Agile design documentation: enhancing star schemas with BEAM✲ dimensional shorthand notation ✲ Solving difficult DW/BI performance and usability problems with proven dimensional design patterns Lawrence Corr is a data warehouse designer and educator. As Principal of DecisionOne Consulting, he helps clients to review and simplify their data warehouse designs, and advises vendors on visual data modeling techniques. He regularly teaches agile dimensional modeling courses worldwide and has taught dimensional DW/BI skills to thousands of students. Jim Stagnitto is a data warehouse and master data management architect specializing in the healthcare, financial services, and information service industries. He is the founder of the data warehousing and data mining consulting firm Llumino.

Architecting a Modern Data Warehouse for Large Enterprises

Author : Anjani Kumar
Publisher : Apress
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (688 download)

DOWNLOAD NOW!

Book Synopsis Architecting a Modern Data Warehouse for Large Enterprises by : Anjani Kumar

Download or read book Architecting a Modern Data Warehouse for Large Enterprises written by Anjani Kumar and published by Apress. This book was released on 2024-01-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and architect new generation cloud-based data warehouses using Azure and AWS. This book provides an in-depth understanding of how to build modern cloud-native data warehouses, as well as their history and evolution. The book starts by covering foundational data warehouse concepts, and introduces modern features such as distributed processing, big data storage, data streaming, and processing data on the cloud. You will gain an understanding of the synergy, relevance, and usage data warehousing standard practices in the modern world of distributed data processing. The authors walk you through the essential concepts of Data Mesh, Data Lake, Lakehouse, and Delta Lake. And they demonstrate the services and offerings available on Azure and AWS that deal with data orchestration, data democratization, data governance, data security, and business intelligence. After completing this book, you will be ready to design and architect enterprise-grade, cloud-based modern data warehouses using industry best practices and guidelines. What You Will Learn Understand the core concepts underlying modern data warehouses Design and build cloud-native data warehouses Gain a practical approach to architecting and building data warehouses on Azure and AWS Implement modern data warehousing components such as Data Mesh, Data Lake, Delta Lake, and Lakehouse Process data through pandas and evaluate your model’s performance using metrics such as F1-score, precision, and recall Apply deep learning to supervised, semi-supervised, and unsupervised anomaly detection tasks for tabular datasets and time series applications Who This Book Is For Experienced developers, cloud architects, and technology enthusiasts looking to build cloud-based modern data warehouses using Azure and AWS

Building the Snowflake Data Cloud

Author : Andrew Carruthers
Publisher : Apress
ISBN 13 : 9781484285923
Total Pages : 0 pages
Book Rating : 4.2/5 (859 download)

DOWNLOAD NOW!

Book Synopsis Building the Snowflake Data Cloud by : Andrew Carruthers

Download or read book Building the Snowflake Data Cloud written by Andrew Carruthers and published by Apress. This book was released on 2022-09-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implement the Snowflake Data Cloud using best practices and reap the benefits of scalability and low-cost from the industry-leading, cloud-based, data warehousing platform. This book provides a detailed how-to explanation, and assumes familiarity with Snowflake core concepts and principles. It is a project-oriented book with a hands-on approach to designing, developing, and implementing your Data Cloud with security at the center. As you work through the examples, you will develop the skill, knowledge, and expertise to expand your capability by incorporating additional Snowflake features, tools, and techniques. Your Snowflake Data Cloud will be fit for purpose, extensible, and at the forefront of both Direct Share, Data Exchange, and Snowflake Marketplace. Building the Snowflake Data Cloud helps you transform your organization into monetizing the value locked up within your data. As the digital economy takes hold, with data volume, velocity, and variety growing at exponential rates, you need tools and techniques to quickly categorize, collate, summarize, and aggregate data. You also need the means to seamlessly distribute to release value. This book shows how Snowflake provides all these things and how to use them to your advantage. The book helps you succeed by delivering faster than you can deliver with legacy products and techniques. You will learn how to leverage what you already know, and what you don’t, all applied in a Snowflake Data Cloud context. After reading this book, you will discover and embrace the future where the Data Cloud is central. You will be able to position your organization to take advantage by identifying, adopting, and preparing your tooling for the coming wave of opportunity around sharing and monetizing valuable, corporate data. What You Will Learn Understand why Data Cloud is important to the success of your organization Up-skill and adopt Snowflake, leveraging the benefits of cloud platforms Articulate the Snowflake Marketplace and identify opportunities to monetize data Identify tools and techniques to accelerate integration with Data Cloud Manage data consumption by monitoring and controlling access to datasets Develop data load and transform capabilities for use in future projects Who This Book Is For Solution architects seeking implementation patterns to integrate with a Data Cloud; data warehouse developers looking for tips, tools, and techniques to rapidly deliver data pipelines; sales managers who want to monetize their datasets and understand the opportunities that Data Cloud presents; and anyone who wishes to unlock value contained within their data silos

Cloud Data Warehousing Fd, Snowflake Special Edition (Custom)

Author : Joseph Kraynak
Publisher : For Dummies
ISBN 13 : 9781119351924
Total Pages : 48 pages
Book Rating : 4.3/5 (519 download)

DOWNLOAD NOW!

Book Synopsis Cloud Data Warehousing Fd, Snowflake Special Edition (Custom) by : Joseph Kraynak

Download or read book Cloud Data Warehousing Fd, Snowflake Special Edition (Custom) written by Joseph Kraynak and published by For Dummies. This book was released on 2016-11-22 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cloud Data Warehousing for Dummies, 2nd Snowflake Special Edition (Custom)

Author : Joe Kraynak
Publisher : For Dummies
ISBN 13 : 9781119666479
Total Pages : 64 pages
Book Rating : 4.6/5 (664 download)

DOWNLOAD NOW!

Book Synopsis Cloud Data Warehousing for Dummies, 2nd Snowflake Special Edition (Custom) by : Joe Kraynak

Download or read book Cloud Data Warehousing for Dummies, 2nd Snowflake Special Edition (Custom) written by Joe Kraynak and published by For Dummies. This book was released on 2019-11-12 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is a cloud data warehouse? Comparing data warehouse solutions How to choose a cloud data warehouse Achieve a competitive advantage with the power of cloud data warehousing Modern organizations now have access to exponentially larger amounts of data they can analyze to gain the deepest insights possible. In addition, organizations want to securely share data - and acquire shared data - across their business units, within their business ecosystems, and beyond by using data exchanges to monetize that data. But accessing that data poses even greater challenges that continue to plague traditional data analytics platforms. Modern enterprises now realize that cloud data warehousing is the most effective and cost-efficient way to store and analyze all their data for all their business users. This book reveals what's available and how your organization can benefit from this new and exciting technology. Inside... Why the cloud data warehouse emerged How the cloud data warehouse compares How to evaluate different warehouses Why security and governance matter The benefits of a cross-cloud solution How modern data sharing delivers even deeper insights Real-world case studies