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

Download or read book Snowflake Essentials written by Frank Bell and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers how Snowflakes architecture is different from prior on-premises and cloud databases. --

Download or read book Sybex s Study Guide for Snowflake SnowPro Core Certification written by Hamid Mahmood Qureshi and published by John Wiley & Sons. This book was released on 2022-11-30 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prepare smarter, faster, and better with the premier study guide for Snowflake SnowPro Core certification Snowflake, a cloud-based data warehousing platform, has steadily gained popularity since its 2014 launch. Snowflake offers several certification exams, of which the SnowPro Core certification is the foundational exam. The SnowPro Core Certification validates an individual's grasp of Snowflake as a cloud data warehouse, its architectural fundamentals, and the ability to design, implement, and maintain secure, scalable Snowflake systems. Sybex’s Study Guide for Snowflake SnowPro Certification delivers comprehensive coverage of every relevant exam topic on the Snowflake SnowPro Core Certification test. Prepare efficiently and effectively for the exam with online practice tests and flashcards, a digital glossary, and concise and easy-to-follow instruction from the subject-matter experts at Sybex. You'll gain the necessary knowledge to help you succeed in the exam and will be able to apply the acquired practical skills to real-world Snowflake solutions. This Study Guide includes: Comprehensive understanding of Snowflake's unique shared data, multi-cluster architecture Guidance on loading structured and semi-structured data into Snowflake Utilizing data sharing, cloning, and time travel features Managing performance through clustering keys, scaling compute up, down & across Steps to account management and security configuration including RBAC & MFA All the info you need to obtain a highly valued credential for a rapidly growing new database software solution Access to the Sybex online learning center, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms Perfect for anyone considering a new career in cloud-based data warehouse solutions and related fields, Sybex’s Study Guide for Snowflake SnowPro Certification is also a must-read for veteran database professionals seeking an understanding of one of the newest and fastest-growing niches in data.

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

Download or read book The Little Book of Snowflakes written by Kenneth George Libbrecht and published by . This book was released on 2005 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the success of "The Snowflake: Winter's Secret Beauty", this companion gift book features new, super-detailed photographs of snowflakes, detailed captions containing the science behind their beauty, and literary quotes relating to snow and nature.

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.

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.

Download or read book Forex Essentials in 15 Trades written by John Bland and published by John Wiley & Sons. This book was released on 2009-03-23 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traders are constantly learning their craft. Those who do not share information, discuss tactics and review prior trades are doomed for failure. Global-View.com knows this. It is the leading destination for Forex traders looking to learn and discuss trading. With over 33,000 registered users from 125 countries, Global-View.com exposes its users to an incredible base of knowledge. In this book, the authors dissect each of 15 chosen trades, using the material to expose some of the best (and worst) practices of a Forex trader. The book weaves a plethora of Global-View.com information into the detailed dissection. Each description will include how the trade was selected and why it was made, as well as money management and psychological aspects of the trade. Entertaining anecdotal stories are interspersed throughout each trade story.

Download or read book Snowflake AZ written by Marcus Sedgwick and published by WW Norton. This book was released on 2019-09-17 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Printz medalist Marcus Sedgwick, a gripping novel about health—our own and our planet’s—and the stigma of illness. Ash boards a Greyhound bus heading to the place where Bly was last seen: Snowflake, Arizona. Six thousand feet up in the wide red desert, Ash meets Mona, her dog, her goat, and her neighbors, and finds stepbrother Bly, too. In their ramshackle homes, the walls lined with tinfoil, almost all the residents of Snowflake are sick. But this isn’t any ordinary sickness: the chemicals and technologies of modern life are poisoning them. They call themselves canaries, living warning signs that humans have pushed the environment too far, except no one seems to be taking their warnings seriously. The healthy “normies” of Snowflake have written them off as a bunch of eccentrics, and when Ash too falls ill, the doctor’s response is “It’s all in your mind.” Snowflake, AZ contemplates illness and health—both our own and our planet’s. As Ash lives through a cycle of illness and recovery and loss, the world beyond is succumbing to its own affliction: a breakdown of civilization only distantly perceived by Ash and the isolated residents of Snowflake, from which there may or may not be a chance for recovery. This provocative novel by one of our most admired storytellers explores the resilience of love and community in the face of crisis.

Download or read book Snowflakes written by Jennifer Preston Chushcoff and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The intricate beauty of snowflakes is fully revealed in this amazing pop-up book. An enchanting explanation of the uniqueness of snowflakes supplemented by information about the real life Snowflake Man, Wilson A. Bentley, who was the first to photograph snowflakes, engages readers of all ages. Each of the seven spreads features fully illustrated pop-ups and delicate mixed media that are sure to surprise and delight.

Download or read book Snowflakes Fall written by Patricia Maclachlan and published by Random House Studio. This book was released on 2013-10-29 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Snowflakes Fall, Newbery Medalist Patricia MacLachlan and award-winning artist Steven Kellogg portray life’s natural cycle: its beauty, its joy, and its sorrow. Together, the words and pictures offer the promise of renewal that can be found in our lives—snowflakes fall, and return again as raindrops so that flowers can grow. MacLachlan and Kellogg, who are longtime friends, were moved to collaborate on a message of hope for children and their families following the tragic events in Sandy Hook, Connecticut, on December 14, 2012. Kellogg lived in Sandy Hook for thirty-five years—he raised his family there and was an active member of the community. With Snowflakes Fall, they have created a truly inspiring picture book that is both a celebration of life and a tribute to the qualities that make each individual unique. In honor of the community of Sandy Hook and Newtown, Random House, the publisher of Snowflakes Fall, has made a donation to the Sandy Hook School Support Fund. Random House is also donating 25,000 new books to the national literacy organization First Book in the community’s honor and in support of children everywhere.

Download or read book Managing Unstructured Data NoSQL Database Essentials written by Anooja Ali and published by MileStone Research Publications. This book was released on 2024-09-12 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing Unstructured Data: NoSQL Database Essentials-is a reference book and guide for teaching and reading skills to college faculty and students. In Chapter1 the fundamentals of database and relational data base are discussed. This chapter helps students to understand data management concepts by data modelling, schema design, data storage and retrieval. This chapter includes the foundational skills that are applicable across various industries and provides a stepping stone for further specialization and career development. The chapter 2 is all about unstructured data. Varying methods for managing, analysing, and storing data are needed for varying levels of organization and complexity, which are represented by structured, unstructured, and semi-structured data. This chapter provides a platform for students to understand the transition from structured to unstructured data in terms of data management and analysis and it is a pivotal aspect of modern data management. In chapter 3 concepts of NoSQL data base and the major differences with SQL & Relational data bases are highlighted. This chapter explains the adoptions of NoSQL with flexible schema, scalability, high performance and support for distributed architecture. Chapter 4 is all about NoSQL databases, or "Not Only SQL" databases which represent a diverse set of database technologies designed to address specific challenges not well served by traditional relational databases. A brief overview of the main types of NoSQL databases are discussed here. The four basic data models such as key-value pairs, document-oriented, columnar, and graph-based structures are represented in this chapter. Information on popular NoSQL database technologies is given in chapter 5. Details of technologies like Apache HBase, Apache CouchDB, Neo4j, Apache Cassandra and their comparison are also provided here. It includes the distributed architecture with fault tolerance, high availability, and disaster recovery capabilities for ensuring data integrity and business continuity. Chapter 6 discusses the overview of Mongo DB which is a document-oriented NoSQL database known for its flexibility, scalability, and ease of use. The features of Mongo DB including document store, MongoDB protocol, horizontal scalability, cross platform compatibility, replication and sharding are also covered here. Chapter 7 deals with Concurrency control in databases. It discusses about the methods to obtain concurrency in structured data, and then in unstructured data, challenges in concurrency control for unstructured data, commits in transaction and the different isolation levels. Chapter 8 discusses on how unstructured data are used in big data processing. It includes Query processing performance evaluation in big data systems, the types od dirty data. Data cleansing is explained in detail with the steps in cleansing, exploratory data analysis, and data visualization. Hope this book on Managing Unstructured Data: NoSQL Database Essentials will provide a handy and useful reference book for teachers and students on Unstructured Database.

Download or read book Snowflake Baby written by Elise Broach and published by LB Kids. This book was released on 2011-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Snowflake baby Winter day Snowsuit baby Out to play! Little ones will love playing along with baby during a day full of wintry fun, from snowballs to sledding. This interactive novelty board book features large lift-the-flaps on each spread, hiding charming surprises underneath. With acclaimed author Elise Broach's delightful rhyming text and playful illustrations by Cori Doerrfeld, this is the perfect read-aloud to share after fun-filled snowy day!

Download or read book Snowflake Bentley written by Jacqueline Briggs Martin and published by HarperCollins. This book was released on 2020-10-20 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this Caldecott Medal–winning picture book, the true story of Wilson Bentley and his singular fascination with snowflakes is rendered in rich prose and gorgeous artwork, perfect for the holidays, snow days, and everyday. Wilson Bentley was always fascinated by snow. In childhood and adulthood, he saw each tiny crystal of a snowflake as a little miracle and wanted to understand them. His parents supported his curiosity and saved until they could give him his own camera and microscope. At the time, his enthusiasm was misunderstood. But with patience and determination, Wilson catalogued hundreds of snowflake photographs, gave slideshows of his findings and, when he was 66, published a book of his photos. His work became the basis for all we know about beautiful, unique snowflakes today. This biographical tribute to a very special farmer is the perfect holiday gift or snow day read.

Download or read book CHRISTMAS ESSENTIALS The Greatest Novels Tales Poems for The Holiday Season 180 Titles in One Volume Illustrated written by Charles Dickens and published by e-artnow. This book was released on 2016-11-30 with total page 8099 pages. Available in PDF, EPUB and Kindle. Book excerpt: This carefully crafted ebook: “CHRISTMAS ESSENTIALS - The Greatest Novels, Tales & Poems for The Holiday Season: 180+ Titles in One Volume (Illustrated)” is formatted for your eReader with a functional and detailed table of contents: A Letter from Santa Claus (Mark Twain) A Christmas Inspiration (Lucy Maud Montgomery) The Gift of the Magi (O. Henry) The First Christmas Of New England (Harriet Beecher Stowe) The Holy Night (Selma Lagerlöf) Christmas At Sea (Robert Louis Stevenson) The Little City of Hope (F. Marion Crawford) Christmas in the Olden Time (Walter Scott) Life and Adventures of Santa Claus (L. Frank Baum) The Twelve Days of Christmas Silent Night Ring Out, Wild Bells (Alfred Lord Tennyson) Christmas with Grandma Elsie (Martha Finley) Little Lord Fauntleroy (Frances Hodgson Burnett) Anne of Green Gables (Lucy Maud Montgomery) Little Women (Louisa May Alcott) The Christmas Angel (Abbie Farwell Brown) Black Beauty (Anna Sewell) Christmas In India (Rudyard Kipling) The Christmas Child (Hesba Stretton) Granny's Wonderful Chair (Frances Browne) The Romance of a Christmas Card (Kate Douglas Wiggin) Wind in the Willows (Kenneth Grahame) The Birds' Christmas Carol (Kate Douglas Wiggin) The Wonderful Life - Story of the life and death of our Lord (Hesba Stretton) A Merry Christmas & Other Christmas Stories (Louisa May Alcott) Little Gretchen and the Wooden Shoe (Elizabeth Harrison) Where Love Is, God Is (Leo Tolstoy) Peter Pan and Wendy (J. M. Barrie) The Wonderful Wizard of OZ (L. Frank Baum) The Christmas Angel (Abbie Farwell Brown) The Tale of Peter Rabbit (Beatrix Potter) Toinette and the Elves (Susan Coolidge) The Heavenly Christmas Tree (Fyodor Dostoevsky) At the Back of the North Wind (George MacDonald) Christmas at Thompson Hall (Anthony Trollope) Thurlow's Christmas Story (John Kendrick Bangs) Christmas Every Day (William Dean Howells) The Lost Word (Henry van Dyke) The Nutcracker and the Mouse King (E. T. A. Hoffmann) The Little Match Girl ...

Download or read book Oracle Essentials written by Rick Greenwald and published by "O'Reilly Media, Inc.". This book was released on 2013-09-06 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by Oracle insiders, this indispensable guide distills an enormous amount of information about the Oracle Database into one compact volume. Ideal for novice and experienced DBAs, developers, managers, and users, Oracle Essentials walks you through technologies and features in Oracle’s product line, including its architecture, data structures, networking, concurrency, and tuning. Complete with illustrations and helpful hints, this fifth edition provides a valuable one-stop overview of Oracle Database 12c, including an introduction to Oracle and cloud computing. Oracle Essentials provides the conceptual background you need to understand how Oracle truly works. Topics include: A complete overview of Oracle databases and data stores, and Fusion Middleware products and features Core concepts and structures in Oracle’s architecture, including pluggable databases Oracle objects and the various datatypes Oracle supports System and database management, including Oracle Enterprise Manager 12c Security options, basic auditing capabilities, and options for meeting compliance needs Performance characteristics of disk, memory, and CPU tuning Basic principles of multiuser concurrency Oracle’s online transaction processing (OLTP) Data warehouses, Big Data, and Oracle’s business intelligence tools Backup and recovery, and high availability and failover solutions

Download or read book Streamlit Essentials written by Surabhi Pandey and published by BPB Publications. This book was released on 2024-09-20 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESCRIPTION Streamlit Essentials is a comprehensive guide aimed at helping you build interactive data applications using Python. With easy-to-use syntax, it allows developers to quickly build visualizations, dashboards, and machine learning models. This book is a practical guide to building data science applications using the Streamlit framework. It covers everything from installation to advanced topics like ML integration and deployment. With real-world projects and examples, you will learn how to use Streamlit's widgets, styling, and data visualization tools to create dynamic real-time dashboards, containerize your applications with Docker, securely handle sensitive data, and deploy the applications on leading cloud platforms, all while building practical projects that can be added to enhance your portfolio. Throughout the book, you will develop the skills needed to turn data insights into interactive visualizations, ensuring your projects are not only functional but also engaging. The focus is hands-on learning, with step-by-step guidance to help you build, optimize, and share your work. By the time you have completed this book, you will be able to confidently deploy applications, showcase your skills through a professional portfolio, and position yourself for success. KEY FEATURES ● Learn how to present data insights quickly and clearly using Streamlit for smoother collaboration between business and tech teams. ● Master Streamlit’s core and advanced features through hands-on projects like product recommenders. ● Build and deploy data applications while exploring over 25 project ideas to enhance your Streamlit skills. ● Explore the Gen AI toolkit to speed up your development cycle from ideation to deployment. WHAT YOU WILL LEARN ● Understanding of Streamlit's capabilities, from its core functionalities to advanced features. ● Create engaging and informative visualizations using Streamlit's extensive library of charts, graphs, and maps. ● Develop efficiently using time-saving techniques for rapid prototyping and iterative development. ● Optimize app performance with advanced topics like caching, session tracking, and theming. ● Create a compelling portfolio to demonstrate your Streamlit proficiency. WHO THIS BOOK IS FOR Whether you are a data scientist, analyst, developer, or business professional, this book will provide you with the knowledge and skills needed to build engaging and informative dashboards, visualizations, and ML models. TABLE OF CONTENTS 1. Introduction to Streamlit 2. Getting Started with Streamlit 3. Exploring Streamlit Widgets 4. Styling and Layouts in Streamlit 5. Data Visualization with Streamlit 6. Streamlit and Machine Learning 7. Advanced Streamlit Concepts 8. Deployment of Streamlit Apps 9. Hands-On Projects: Easy 10. Hands-On Projects: Intermediate 11. Hands-On Projects: Advanced 12. Build and Enhance Your Portfolio 13. Enhancing Streamlit Development with AI Tools Appendix A: Streamlit Cheat Sheet Appendix B: Additional Resources and References Appendix C: Docker 101: Beginner’s Guide to Containers