Jumpstart Snowflake

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

The Snowflake Method-ten battle-tested steps that jump-start your creativity and help you quickly map out your story.

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.

This collection of engaging and simple to use activities will jumpstart students’ understanding of science by taking teaching and learning outdoors and linking it to a specific area of the curriculum. A wealth of practical activities in the book cover all areas from identifying, classifying and grouping to pattern seeking, making observations and comparative and fair testing. This cross-curricular approach encourages teachers to develop useful links with other subjects which support and complement the science. With links to a range of online resources and over 30 motivating and engaging science activities, cross-curricular links cover the following areas of the curriculum: Maths, English, Computing, History, Geography, Music, Art, P.E and Design and Technology. Jumpstart! Science Outdoors is an essential classroom resource that will encourage the personal development of children and is the perfect solution for helping teachers, teaching assistants and students deliver effective and imaginative science lessons.

Data warehousing is one of the hottest business topics, and there’s more to understanding data warehousing technologies than you might think. Find out the basics of data warehousing and how it facilitates data mining and business intelligence with Data Warehousing For Dummies, 2nd Edition. Data is probably your company’s most important asset, so your data warehouse should serve your needs. The fully updated Second Edition of Data Warehousing For Dummies helps you understand, develop, implement, and use data warehouses, and offers a sneak peek into their future. You’ll learn to: Analyze top-down and bottom-up data warehouse designs Understand the structure and technologies of data warehouses, operational data stores, and data marts Choose your project team and apply best development practices to your data warehousing projects Implement a data warehouse, step by step, and involve end-users in the process Review and upgrade existing data storage to make it serve your needs Comprehend OLAP, column-wise databases, hardware assisted databases, and middleware Use data mining intelligently and find what you need Make informed choices about consultants and data warehousing products Data Warehousing For Dummies, 2nd Edition also shows you how to involve users in the testing process and gain valuable feedback, what it takes to successfully manage a data warehouse project, and how to tell if your project is on track. You’ll find it’s the most useful source of data on the topic!

Jumpstart! Spanish and Italian presents a collection of simple to use, multi-sensory games and activities which will jumpstart students’ understanding of modern languages in action. If you are one of the thousands of teachers looking for a range of practical and fun ideas to teach languages engagingly, then this is also the perfect book for you. A range of innovative ideas to help you set the scene in your language classroom are presented first. These are followed by a feast of short and simple activities designed to help you make quick starts with your students and hold their attention. The focus throughout is on communicative action, bringing languages alive with all activities presented in two languages: Spanish and Italian. Specifically written to help teachers work within the guidelines of the new curriculum, activities in the book will help pupils to:- Listen, respond and understand key elements of the target language; Speak in phrases and sentences with appropriate pronunciation; Express and communicate simple ideas with clarity; Write phrases and short sentences; Develop an understanding of basic grammar; Learn songs and simple poems in the language studied; Engage in active learning through a range of varied activities. Jumpstart! Spanish and Italian will celebrate the joys of language, and coherent expression; of finding just the right words or phrases to express what you want to say.

Jumpstart! French and German presents a collection of simple to use, multi-sensory games and activities that will jumpstart students’ understanding of modern languages in action. If you are one of the thousands of teachers looking for a range of practical and fun ideas to teach languages engagingly, then this is the perfect book for you. The book opens with a range of innovative ideas to help you set the scene in your language classroom. These are followed by a feast of short and simple activities designed to help you make quick starts with your students and hold their attention. The focus throughout is on communicative action, bringing languages alive with all activities presented in two languages: French and German. Specifically written to help teachers work within the guidelines of the new curriculum, activities in the book will help pupils to:- • Listen, respond and understand key elements of the target language • Speak in phrases and sentences with appropriate pronunciation • Express and communicate simple ideas with clarity • Write phrases and short sentences • Develop an understanding of basic grammar • Learn songs and simple poems in the language studied • Engage in active learning through a range of varied activities. Jumpstart! French and German celebrates the joys of language and will help you to find just the right words or phrases to express what you want to say.

A practical guide that takes you from understanding the fundamentals of Logic Pro to discovering professional music creation techniques with an easy-to-follow approach Key FeaturesExplore the world of music production by getting up to speed with Logic ProUnderstand the fundamentals of music production such as recording, editing, and adding effects to musicLearn to produce virtual sounds and music effects to enhance your music and create a final master from a raw music fileBook Description Logic Pro is Apple's flagship application for music creation, found in many professional music studios across the globe. It is a powerful digital audio workstation that comes with all the software tools that you need to create music that sounds great. In the previous version, Logic Pro 10.5, Apple had added impressive features to what was already a full package of tools, loops, FX plug-ins, and software instruments. Providing a comprehensive introduction if you're new to Mac computer music creation, this practical guide will show you how to use Logic Pro and have you up to speed in no time. You'll not only understand what Apple's Logic Pro software can do but also get hands-on with using it to accomplish various musical tasks. The book starts by getting you up and running with the basic terminologies. As you progress, you'll explore how to create audio and MIDI musical parts. To build on your knowledge further, the book will guide you through developing an automated mix. In addition to this, you'll learn how to bounce mixes and audio files for distribution. By the end of this book, you'll be well-versed with Logic Pro and have the skills you need to create professional-quality music. What you will learnGet to grips with Audio and MIDI and how they are different, along with covering Apple LoopsRecord and edit audio, such as your voice or guitarCreate and edit MIDI parts, using Logic Pro's software instrumentsDevelop realistic drums and electronic drums with Logic Pro 10.5's amazing DrummerExplore the new Step Sequencer, Live Loops, and Quick Sampler that were included with version 10.5Edit your arrangement and prepare the parts for mixingDiscover the principles of good mixing, including automation, pre-mastering, and final bouncingWho this book is for This book is for musicians, songwriters, and music producers who want to learn Logic Pro from scratch with the help of expert guidance. A basic understanding of music theories such as chords and notes is highly recommended before you get started. This Logic Pro book also assumes that you'll be working on a Mac.