Snowflake Cookbook

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Snowflake Cookbook

Author : Hamid Mahmood Qureshi,Hammad Sharif
Publisher : Packt Publishing Ltd
Page : 330 pages
File Size : 43,6 Mb
Release : 2021-02-25
Category : Computers
ISBN : 9781800560185

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Snowflake Cookbook by Hamid Mahmood Qureshi,Hammad Sharif Pdf

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.

The Gourmet Cookbook

Author : Ruth Reichl
Publisher : Houghton Mifflin Harcourt
Page : 1068 pages
File Size : 47,7 Mb
Release : 2006
Category : Cooking
ISBN : 061880692X

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The Gourmet Cookbook by Ruth Reichl Pdf

Gathers recipes published in Gourmet magazine over the last six decades, including beef Wellington, seared salmon with balsamic glaze, and other entrées, hors d'oeuvres, side dishes, ethnic specialties, and desserts.

Time Series Analysis with Python Cookbook

Author : Tarek A. Atwan
Publisher : Packt Publishing Ltd
Page : 630 pages
File Size : 43,9 Mb
Release : 2022-06-30
Category : Computers
ISBN : 9781801071260

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Time Series Analysis with Python Cookbook by Tarek A. Atwan Pdf

Perform time series analysis and forecasting confidently with this Python code bank and reference manual Key Features • Explore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithms • Learn different techniques for evaluating, diagnosing, and optimizing your models • Work with a variety of complex data with trends, multiple seasonal patterns, and irregularities Book Description Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial to be well-versed with the techniques covered in this book for data preparation, analysis, and forecasting. This book covers practical techniques for working with time series data, starting with ingesting time series data from various sources and formats, whether in private cloud storage, relational databases, non-relational databases, or specialized time series databases such as InfluxDB. Next, you'll learn strategies for handling missing data, dealing with time zones and custom business days, and detecting anomalies using intuitive statistical methods, followed by more advanced unsupervised ML models. The book will also explore forecasting using classical statistical models such as Holt-Winters, SARIMA, and VAR. The recipes will present practical techniques for handling non-stationary data, using power transforms, ACF and PACF plots, and decomposing time series data with multiple seasonal patterns. Later, you'll work with ML and DL models using TensorFlow and PyTorch. Finally, you'll learn how to evaluate, compare, optimize models, and more using the recipes covered in the book. What you will learn • Understand what makes time series data different from other data • Apply various imputation and interpolation strategies for missing data • Implement different models for univariate and multivariate time series • Use different deep learning libraries such as TensorFlow, Keras, and PyTorch • Plot interactive time series visualizations using hvPlot • Explore state-space models and the unobserved components model (UCM) • Detect anomalies using statistical and machine learning methods • Forecast complex time series with multiple seasonal patterns Who this book is for This book is for data analysts, business analysts, data scientists, data engineers, or Python developers who want practical Python recipes for time series analysis and forecasting techniques. Fundamental knowledge of Python programming is required. Although having a basic math and statistics background will be beneficial, it is not necessary. Prior experience working with time series data to solve business problems will also help you to better utilize and apply the different recipes in this book.

Princess Party Cookbook

Author : Annabel Karmel
Publisher : Simon and Schuster
Page : 35 pages
File Size : 55,9 Mb
Release : 2010-10-26
Category : Cooking
ISBN : 9781439199220

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Princess Party Cookbook by Annabel Karmel Pdf

Every little girl dreams of being a princess . . . And there’s nothing a princess likes more than throwing a party! This enchanting new book allows you to indulge the princess in your little girl with recipes and ideas designed to feed her imagination and encourage her participation in the kitchen. From Fairy Finger Sandwiches and Rice Krispies Hearts to Emerald Pizza, Ruby-Glazed Chicken, and Gelatin Gems, these are magical, delicious dishes fit for a royal banquet. You’ll be able to celebrate every occasion in style, with Snowflake Cupcakes for the holidays, Pretzel Broomsticks for Halloween, and Tropical Smoothies for the beach. Filled with ideas for creating themed invitations and table settings, plus tips for making jewelry, gifts, and decorations, this is truly the indispensable guide to the perfect princess party!

Tableau 2019.x Cookbook

Author : Dmitry Anoshin,Teodora Matic,Slaven Bogdanovic,Tania Lincoln,Dmitrii Shirokov
Publisher : Packt Publishing Ltd
Page : 657 pages
File Size : 41,8 Mb
Release : 2019-01-31
Category : Computers
ISBN : 9781789535358

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Tableau 2019.x Cookbook by Dmitry Anoshin,Teodora Matic,Slaven Bogdanovic,Tania Lincoln,Dmitrii Shirokov Pdf

Perform advanced dashboard, visualization, and analytical techniques with Tableau Desktop, Tableau Prep, and Tableau Server Key FeaturesUnique problem-solution approach to aid effective business decision-makingCreate interactive dashboards and implement powerful business intelligence solutionsIncludes best practices on using Tableau with modern cloud analytics servicesBook Description Tableau has been one of the most popular business intelligence solutions in recent times, thanks to its powerful and interactive data visualization capabilities. Tableau 2019.x Cookbook is full of useful recipes from industry experts, who will help you master Tableau skills and learn each aspect of Tableau's ecosystem. This book is enriched with features such as Tableau extracts, Tableau advanced calculations, geospatial analysis, and building dashboards. It will guide you with exciting data manipulation, storytelling, advanced filtering, expert visualization, and forecasting techniques using real-world examples. From basic functionalities of Tableau to complex deployment on Linux, you will cover it all. Moreover, you will learn advanced features of Tableau using R, Python, and various APIs. You will learn how to prepare data for analysis using the latest Tableau Prep. In the concluding chapters, you will learn how Tableau fits the modern world of analytics and works with modern data platforms such as Snowflake and Redshift. In addition, you will learn about the best practices of integrating Tableau with ETL using Matillion ETL. By the end of the book, you will be ready to tackle business intelligence challenges using Tableau's features. What you will learnUnderstand the basic and advanced skills of Tableau DesktopImplement best practices of visualization, dashboard, and storytellingLearn advanced analytics with the use of build in statisticsDeploy the multi-node server on Linux and WindowsUse Tableau with big data sources such as Hadoop, Athena, and SpectrumCover Tableau built-in functions for forecasting using R packagesCombine, shape, and clean data for analysis using Tableau PrepExtend Tableau’s functionalities with REST API and R/PythonWho this book is for Tableau 2019.x Cookbook is for data analysts, data engineers, BI developers, and users who are looking for quick solutions to common and not-so-common problems faced while using Tableau products. Put each recipe into practice by bringing the latest offerings of Tableau 2019.x to solve real-world analytics and business intelligence challenges. Some understanding of BI concepts and Tableau is required.

Amazon Redshift Cookbook

Author : Shruti Worlikar,Thiyagarajan Arumugam,Harshida Patel,Eugene Kawamoto
Publisher : Packt Publishing Ltd
Page : 384 pages
File Size : 54,9 Mb
Release : 2021-07-23
Category : Computers
ISBN : 9781800561847

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Amazon Redshift Cookbook by Shruti Worlikar,Thiyagarajan Arumugam,Harshida Patel,Eugene Kawamoto Pdf

Discover how to build a cloud-based data warehouse at petabyte-scale that is burstable and built to scale for end-to-end analytical solutions Key FeaturesDiscover how to translate familiar data warehousing concepts into Redshift implementationUse impressive Redshift features to optimize development, productionizing, and operations processesFind out how to use advanced features such as concurrency scaling, Redshift Spectrum, and federated queriesBook Description Amazon Redshift is a fully managed, petabyte-scale AWS cloud data warehousing service. It enables you to build new data warehouse workloads on AWS and migrate on-premises traditional data warehousing platforms to Redshift. This book on Amazon Redshift starts by focusing on Redshift architecture, showing you how to perform database administration tasks on Redshift. You'll then learn how to optimize your data warehouse to quickly execute complex analytic queries against very large datasets. Because of the massive amount of data involved in data warehousing, designing your database for analytical processing lets you take full advantage of Redshift's columnar architecture and managed services. As you advance, you'll discover how to deploy fully automated and highly scalable extract, transform, and load (ETL) processes, which help minimize the operational efforts that you have to invest in managing regular ETL pipelines and ensure the timely and accurate refreshing of your data warehouse. Finally, you'll gain a clear understanding of Redshift use cases, data ingestion, data management, security, and scaling so that you can build a scalable data warehouse platform. By the end of this Redshift book, you'll be able to implement a Redshift-based data analytics solution and have understood the best practice solutions to commonly faced problems. What you will learnUse Amazon Redshift to build petabyte-scale data warehouses that are agile at scaleIntegrate your data warehousing solution with a data lake using purpose-built features and services on AWSBuild end-to-end analytical solutions from data sourcing to consumption with the help of useful recipesLeverage Redshift's comprehensive security capabilities to meet the most demanding business requirementsFocus on architectural insights and rationale when using analytical recipesDiscover best practices for working with big data to operate a fully managed solutionWho this book is for This book is for anyone involved in architecting, implementing, and optimizing an Amazon Redshift data warehouse, such as data warehouse developers, data analysts, database administrators, data engineers, and data scientists. Basic knowledge of data warehousing, database systems, and cloud concepts and familiarity with Redshift will be beneficial.

Databricks Lakehouse Platform Cookbook

Author : Dr. Alan L. Dennis
Publisher : BPB Publications
Page : 610 pages
File Size : 48,8 Mb
Release : 2023-12-18
Category : Computers
ISBN : 9789355519566

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Databricks Lakehouse Platform Cookbook by Dr. Alan L. Dennis Pdf

Analyze, Architect, and Innovate with Databricks Lakehouse KEY FEATURES ● Create a Lakehouse using Databricks, including ingestion from source to Bronze. ● Refinement of Bronze items to business-ready Silver items using incremental methods. ● Construct Gold items to service the needs of various business requirements. DESCRIPTION The Databricks Lakehouse is groundbreaking technology that simplifies data storage, processing, and analysis. This cookbook offers a clear and practical guide to building and optimizing your Lakehouse to make data-driven decisions and drive impactful results. This definitive guide walks you through the entire Lakehouse journey, from setting up your environment, and connecting to storage, to creating Delta tables, building data models, and ingesting and transforming data. We start off by discussing how to ingest data to Bronze, then refine it to produce Silver. Next, we discuss how to create Gold tables and various data modeling techniques often performed in the Gold layer. You will learn how to leverage Spark SQL and PySpark for efficient data manipulation, apply Delta Live Tables for real-time data processing, and implement Machine Learning and Data Science workflows with MLflow, Feature Store, and AutoML. The book also delves into advanced topics like graph analysis, data governance, and visualization, equipping you with the necessary knowledge to solve complex data challenges. By the end of this cookbook, you will be a confident Lakehouse expert, capable of designing, building, and managing robust data-driven solutions. WHAT YOU WILL LEARN ● Design and build a robust Databricks Lakehouse environment. ● Create and manage Delta tables with advanced transformations. ● Analyze and transform data using SQL and Python. ● Build and deploy machine learning models for actionable insights. ● Implement best practices for data governance and security. WHO THIS BOOK IS FOR This book is meant for Data Engineers, Data Analysts, Data Scientists, Business intelligence professionals, and Architects who want to go to the next level of Data Engineering using the Databricks platform to construct Lakehouses. TABLE OF CONTENTS 1. Introduction to Databricks Lakehouse 2. Setting Up a Databricks Workspace 3. Connecting to Storage 4. Creating Delta Tables 5. Data Profiling and Modeling in the Lakehouse 6. Extracting from Source and Loading to Bronze 7. Transforming to Create Silver 8. Transforming to Create Gold for Business Purposes 9. Machine Learning and Data Science 10. SQL Analysis 11. Graph Analysis 12. Visualizations 13. Governance 14. Operations 15. Tips, Tricks, Troubleshooting, and Best Practices

Higgidy: The Cookbook

Author : Camilla Stephens
Publisher : Mitchell Beazley
Page : 224 pages
File Size : 50,6 Mb
Release : 2018-10-04
Category : Cooking
ISBN : 9781784725723

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Higgidy: The Cookbook by Camilla Stephens Pdf

Higgidy is known for its scrumptious pies and tarts. In this updated edition of their debut cookbook, co-founder and chief pie maker Camilla Stephens ventures beyond pastry with new recipes for healthy and delicious frittatas and more. Also included of course are mouth-watering Higgidy classics such as Chicken Pot Pie, the Best Quiche Lorraine and Salted Pecan Fudge Pie. From chapters on Simple Suppers and Crafty Quiches to Party Pies and Sweet Treats, all your cooking needs are covered, so you can enjoy a Simple Fish Pie for an after-work supper, Lemony Asparagus & Ricotta Tart for a summer picnic, Little Hot Dog Rolls and Mini Chorizo and Chilli Tartlets for a party and a Chocolate Snowflake Tart for a wintry treat. With Camilla's expert guidance on foolproof pastry techniques added in, this is a wonderful source of heartwarming recipes for family and friends.

Let's Party! Kids Cookbook

Author : Ashley Moulton
Publisher : Sourcebooks, Inc.
Page : 224 pages
File Size : 54,8 Mb
Release : 2019-12-17
Category : Juvenile Nonfiction
ISBN : 9781641528696

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Let's Party! Kids Cookbook by Ashley Moulton Pdf

It's party time: fun and festive recipes for kid cooks ages 8 to 12 Learning how to cook is worth celebrating! The Let's Party! Kids Cookbook is filled with 12 playful party themes with games and activities for you and your guests to have fun with—all centered around yummy recipes that you can make yourself. Surprise your friends with a delicious breakfast the night after a sleepover, or just have a tea party with your favorite stuffed animals on a rainy day. The possibilities are endless when you know how to cook, so let's get the festivities started with the Let's Party! Kids Cookbook! This party-themed kids cookbook includes: A creative mix of recipes—Serve a variety of sweet and savory dishes that use healthy ingredients, like Berrylicious Oven Pancakes, Superhero Shield Tortillas, Teriyaki Pineapple Kebabs, and more. Throw the perfect party—From putting together a plan, to making your guests feel welcome, discover how to create a cheery celebration for any occasion with this exciting kids cookbook. Now you're cooking—You'll find step-by-step guides to beginner cooking techniques, like how to measure ingredients, chop with a knife, and safely use a stove. Look no further for the perfect party-themed kids cookbook—this one has you covered.

The Weed Gummies Cookbook

Author : Monica Lo
Publisher : Simon and Schuster
Page : 128 pages
File Size : 52,5 Mb
Release : 2022-08-30
Category : Cooking
ISBN : 9781646043859

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The Weed Gummies Cookbook by Monica Lo Pdf

Create delicious cannabis confections with this user-friendly guide to making THC- and CBD-infused gummies, jellies, soft caramels, hard candies, and more delicious edibles! Homemade edibles are cost-effective, discreet, and delicious! This practical cookbook is the go-to resource for the cannabis curious of all levels and offers approachable ways to incorporate a variety of cannabinoids into your routine. With step-by-step instructions and color photos, you'll also get pro tips for safely handling and labeling your confections. Get inspired to create your own special gummies and candies that are even better than your average dispensary-bought treats! Inside you'll find weed-infused recipes like: Sour Green Apple Gummies Lavender Chamomile Sleep Gummies Mocha Caramels Honey Elderberry Lozenges Take your cannabis cooking skills to the next level and get your sugar fix with this ultimate cookbook.

The Wicca Cookbook, Second Edition

Author : Jamie Wood,Tara Seefeldt
Publisher : Celestial Arts
Page : 226 pages
File Size : 44,6 Mb
Release : 2014-12-02
Category : Cooking
ISBN : 9781607748540

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The Wicca Cookbook, Second Edition by Jamie Wood,Tara Seefeldt Pdf

The spiritual tenets of Wicca are steeped in an inherent reverence for nature and stewardship of the environment. In fact, Wiccan practitioners have been living—and cooking—green since ancient times. In the decade since the first edition of the The Wicca Cookbook cast its spell over culinary history buffs and adventurous cooks everywhere, many readers have asked “What makes a cookbook Wiccan?” The tenth anniversary edition answers that question and more, bringing fresh dimensions to this heady witches’ brew with new rituals and delicious recipes. More than 100 dishes, many historically authentic, all meticulously researched, emphasize the use of organic ingredients at their seasonal peak and celebrate all the major pagan holidays: enjoy Stuffed Nasturtiums, Goddess Athena Pitas, and Deva Saffron Bread for the Spring Equinox; serve Elder Flower Chicken, Lilith’s Lily Fair Soup, and Wild Woman White Sage Jelly during the Summer Solstice; and Cupid’s Cold Slaw, Imbolc Moon Cookies, and Snowflake Cakes make delightful Candlemas treats. Nature-honoring dishes, eco-friendly living tips, and an inclusive message of spirituality make The Wicca Cookbook a unique contribution to the culinary world and a magickal tribute to the pagan spirit.

Azure Synapse Analytics Cookbook

Author : Gaurav Agarwal,Meenakshi Muralidharan,Rohini Srivathsa
Publisher : Packt Publishing Ltd
Page : 238 pages
File Size : 40,9 Mb
Release : 2022-04-29
Category : Computers
ISBN : 9781803245577

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Azure Synapse Analytics Cookbook by Gaurav Agarwal,Meenakshi Muralidharan,Rohini Srivathsa Pdf

Whether you're an Azure veteran or just getting started, get the most out of your data with effective recipes for Azure Synapse Key FeaturesDiscover new techniques for using Azure Synapse, regardless of your level of expertiseIntegrate Azure Synapse with other data sources to create a unified experience for your analytical needs using Microsoft AzureLearn how to embed data governance and classification with Synapse Analytics by integrating Azure PurviewBook Description As data warehouse management becomes increasingly integral to successful organizations, choosing and running the right solution is more important than ever. Microsoft Azure Synapse is an enterprise-grade, cloud-based data warehousing platform, and this book holds the key to using Synapse to its full potential. If you want the skills and confidence to create a robust enterprise analytical platform, this cookbook is a great place to start. You'll learn and execute enterprise-level deployments on medium-to-large data platforms. Using the step-by-step recipes and accompanying theory covered in this book, you'll understand how to integrate various services with Synapse to make it a robust solution for all your data needs. Whether you're new to Azure Synapse or just getting started, you'll find the instructions you need to solve any problem you may face, including using Azure services for data visualization as well as for artificial intelligence (AI) and machine learning (ML) solutions. By the end of this Azure book, you'll have the skills you need to implement an enterprise-grade analytical platform, enabling your organization to explore and manage heterogeneous data workloads and employ various data integration services to solve real-time industry problems. What you will learnDiscover the optimal approach for loading and managing dataWork with notebooks for various tasks, including MLRun real-time analytics using Azure Synapse Link for Cosmos DBPerform exploratory data analytics using Apache SparkRead and write DataFrames into Parquet files using PySparkCreate reports on various metrics for monitoring key KPIsCombine Power BI and Serverless for distributed analysisEnhance your Synapse analysis with data visualizationsWho this book is for This book is for data architects, data engineers, and developers who want to learn and understand the main concepts of Azure Synapse analytics and implement them in real-world scenarios.

The Ultimate Roblox Game Building Cookbook

Author : Taylor Field-Draper
Publisher : Packt Publishing Ltd
Page : 218 pages
File Size : 45,8 Mb
Release : 2023-12-29
Category : Computers
ISBN : 9781805125983

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The Ultimate Roblox Game Building Cookbook by Taylor Field-Draper Pdf

Elevate your Roblox game development skills and learn advanced techniques for creating maps, props, VFX, lighting, and more with this illustrated guide Key Features Learn Roblox Studio tools and create your own immersive games with a rich array of recipes Leverage advanced techniques for game development and implement complex game mechanics Explore tools for staying up to date with the latest trends and monetizing your gaming experience Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionRoblox is a massively popular online gaming platform, but it can be challenging to maneuver for beginners who don’t know where to start, as well as seasoned developers who tend to struggle with limited scripting tools that make transitioning from other platforms such as Unity more difficult. The Ultimate Roblox Game Building Cookbook is an invaluable asset for any Roblox developer looking to take their skills to the next level. With a wide range of recipes, this Roblox book covers everything from the basics of game development on the platform to advanced techniques for creating immersive experiences. As you progress through the chapters, you'll gain a deep understanding of the proper workflow and building methods that will enable you to create extraordinary virtual worlds. You'll gain insights into creating complex game mechanics, such as multiplayer games, working with textures, and special effects in games. This cookbook will also provide you with tips from top Roblox developers, as well as valuable guidance on how to monetize your games and stay up to date with the latest trends in the Roblox development community. By the end of this book, you’ll have gained a comprehensive understanding of Roblox game development and design.What you will learn Master the basics of game building using Roblox Studio tools Execute essential pre-production steps, such as layout and grayboxing, to plan and build your map effectively Strategically place props to create immersive environments Incorporate lighting, atmosphere, and VFX, such as particle beams, trails, and smoke, to add visual appeal and depth to your game Prioritize optimization, updates, and user experience to ensure your game's success Monetize your gaming experience and learn how to earn Robux through in-game purchases and other methods Who this book is for This cookbook is for game developers, enthusiasts, educators, young players, and their parents, making it an ideal resource for game developers of all age groups. While prior knowledge of Roblox, Roblox Studio, and Roblox Lua will help you follow along more easily, this book is a helpful resource for anyone with a basic understanding of game engines.

Snowflakes and Schnapps

Author : Jane Lawson
Publisher : Allen & Unwin
Page : 289 pages
File Size : 46,7 Mb
Release : 2009
Category : Cooking
ISBN : 9781921259029

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Snowflakes and Schnapps by Jane Lawson Pdf

Join Jane Lawson as she takes you on a culinary jo

Azure Data Factory Cookbook

Author : Dmitry Foshin,Tonya Chernyshova,Dmitry Anoshin,Xenia Ireton
Publisher : Packt Publishing Ltd
Page : 533 pages
File Size : 43,6 Mb
Release : 2024-02-28
Category : Computers
ISBN : 9781803241821

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Azure Data Factory Cookbook by Dmitry Foshin,Tonya Chernyshova,Dmitry Anoshin,Xenia Ireton Pdf

Data Engineers guide to solve real-world problems encountered while building and transforming data pipelines using Azure's data integration tool Key Features Solve real-world data problems and create data-driven workflows with ease using Azure Data Factory Build an ADF pipeline that operates on pre-built ML model and Azure AI Get up and running with Fabric Data Explorer and extend ADF with Logic Apps and Azure functions Book DescriptionThis new edition of the Azure Data Factory book, fully updated to reflect ADS V2, will help you get up and running by showing you how to create and execute your first job in ADF. There are updated and new recipes throughout the book based on developments happening in Azure Synapse, Deployment with Azure DevOps, and Azure Purview. The current edition also runs you through Fabric Data Factory, Data Explorer, and some industry-grade best practices with specific chapters on each. You’ll learn how to branch and chain activities, create custom activities, and schedule pipelines, as well as discover the benefits of cloud data warehousing, Azure Synapse Analytics, and Azure Data Lake Gen2 Storage. With practical recipes, you’ll learn how to actively engage with analytical tools from Azure Data Services and leverage your on-premises infrastructure with cloud-native tools to get relevant business insights. You'll familiarize yourself with the common errors that you may encounter while working with ADF and find out the solutions to them. You’ll also understand error messages and resolve problems in connectors and data flows with the debugging capabilities of ADF. By the end of this book, you’ll be able to use ADF with its latest advancements as the main ETL and orchestration tool for your data warehouse projects.What you will learn Build and Manage data pipelines with ease using the latest version of ADF Configure, load data, and operate data flows with Azure Synapse Get up and running with Fabric Data Factory Working with Azure Data Factory and Azure Purview Create big data pipelines using Databricks and Delta tables Integrate ADF with commonly used Azure services such as Azure ML, Azure Logic Apps, and Azure Functions Learn industry-grade best practices for using Azure Data Factory Who this book is for This book is for ETL developers, data warehouse and ETL architects, software professionals, and anyone else who wants to learn about the common and not-so-common challenges faced while developing traditional and hybrid ETL solutions using Microsoft's Azure Data Factory. You’ll also find this book useful if you are looking for recipes to improve or enhance your existing ETL pipelines. Basic knowledge of data warehousing is a prerequisite.