Mastering Sas Programming For Data Warehousing

Author : Monika Wahi
Publisher : Packt Publishing Ltd
Page : 494 pages
File Size : 40,7 Mb
Release : 2020-10-16
Category : Computers
ISBN : 9781789531183

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Mastering SAS Programming for Data Warehousing by Monika Wahi Pdf

Build a strong foundation in SAS data warehousing by understanding data transformation code and policy, data stewardship and management, interconnectivity between SAS and other warehousing products, and print and web reporting Key FeaturesUnderstand how to use SAS macros for standardizing extract, transform, and load (ETL) protocolsDevelop and use data curation files for effective warehouse managementLearn how to develop and manage ETL, policies, and print and web reports that meet user needsBook Description SAS is used for various functions in the development and maintenance of data warehouses, thanks to its reputation of being able to handle ’big data’. This book will help you learn the pros and cons of storing data in SAS. As you progress, you’ll understand how to document and design extract-transform-load (ETL) protocols for SAS processes. Later, you’ll focus on how the use of SAS arrays and macros can help standardize ETL. The book will also help you examine approaches for serving up data using SAS and explore how connecting SAS to other systems can enhance the data warehouse user’s experience. By the end of this data management book, you will have a fundamental understanding of the roles SAS can play in a warehouse environment, and be able to choose wisely when designing your data warehousing processes involving SAS. What you will learnDevelop efficient ways to manage data input/output (I/O) in SASCreate and manage extract, transform, and load (ETL) code in SASStandardize ETL through macro variables, macros, and arraysIdentify data warehouse users and ensure their needs are metDesign crosswalk and other variables to serve analyst needsMaintain data curation files to improve communication and managementUse the output delivery system (ODS) for print and web reportingConnect other products to SAS to optimize storage and reportingWho this book is for This book is for data architects, managers leading data projects, and programmers or developers using SAS who want to effectively maintain a data lake, data mart, or data warehouse.

Author : Mark Jordan
Publisher : SAS Institute
Page : 192 pages
File Size : 48,5 Mb
Release : 2018-03-23
Category : Computers
ISBN : 9781635266061

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Mastering the SAS DS2 Procedure by Mark Jordan Pdf

Enhance your SAS data-wrangling skills with high-precision and parallel data manipulation using the DS2 programming language. Now in its second edition, this book addresses the DS2 programming language from SAS, which combines the precise procedural power and control of the Base SAS DATA step language with the simplicity and flexibility of SQL. DS2 provides simple, safe syntax for performing complex data transformations in parallel and enables manipulation of native database data types at full precision. It also covers PROC FEDSQL, a modernized SQL language that blends perfectly with DS2. You will learn to harness the power of parallel processing to speed up CPU-intensive computing processes in Base SAS and how to achieve even more speed by processing DS2 programs on massively parallel database systems. Techniques for leveraging internet APIs to acquire data, avoiding large data movements when working with data from disparate sources, and leveraging DS2's new data types for full-precision numeric calculations are presented, with examples of why these techniques are essential for the modern data wrangler. Here's what's new in this edition: how to significantly improve performance by using the new SAS Viya architecture with its SAS Cloud Analytic Services (CAS) how to declare private variables and methods in a package the new PROC DSTODS2 the PCRXFIND and PCRXREPLACE packages While working though the code samples provided with this book, you will build a library of custom, reusable, and easily shareable DS2 program modules, execute parallelized DATA step programs to speed up a CPU-intensive process, and conduct advanced data transformations using hash objects and matrix math operations. This book is part of the SAS Press Series.

Author : Peter R. Welbrock
Publisher : Unknown
Page : 0 pages
File Size : 46,6 Mb
Release : 1998
Category : Data warehousing
ISBN : 158025151X

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Strategic Data Warehousing Principles Using SAS Software by Peter R. Welbrock Pdf

What is the key to a successful data warehouse? Strategy, design, implementation! This book skillfully provides a conceptual and working model of a successful data warehouse process that is developed by using SAS software. Written for both the business and technical sides of the house, Welbrock supplies real-life experience with data warehousing, not a theoretical approach. This book delivers the following three-phase strategy for building a data warehouse: 1) Build a conceptual data warehouse that contains metadata about the business elements that are documented in the conceptual warehouse into a technological lexicon. 3) Implement the physical data warehouse. Topics discussed that support the data warehousing process are data modeling, data transformation, multi-dimensional databases, data extraction and storage, warehouse loading, client/server, and SAS/Warehouse Administrator. The Strategy for designing your effective data warehouse is found in these pages!

Author : James Gearheart
Publisher : SAS Institute
Page : 246 pages
File Size : 45,5 Mb
Release : 2020-06-26
Category : Computers
ISBN : 9781642958065

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End-to-End Data Science with SAS by James Gearheart Pdf

Learn data science concepts with real-world examples in SAS! End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating a modeling data set, linear regression, parametric classification models, and non-parametric classification models. Real-world business examples and example code are used to demonstrate each process step-by-step. Although a significant amount of background information and supporting mathematics are presented, the book is not structured as a textbook, but rather it is a user’s guide for the application of data science and machine learning in a business environment. Readers will learn how to think like a data scientist, wrangle messy data, choose a model, and evaluate the model’s effectiveness. New data scientists or professionals who want more experience with SAS will find this book to be an invaluable reference. Take your data science career to the next level by mastering SAS programming for machine learning models.

Author : Jay Jaffe
Publisher : Unknown
Page : 612 pages
File Size : 44,9 Mb
Release : 1996
Category : Computers
ISBN : STANFORD:36105021560482

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Mastering the SAS System by Jay Jaffe Pdf

Author : Rick Aster,Rhena Seidman
Publisher : McGraw-Hill Companies
Page : 0 pages
File Size : 55,7 Mb
Release : 1997
Category : SAS (Computer file)
ISBN : 007913095X

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Professional SAS Programming Secrets by Rick Aster,Rhena Seidman Pdf

Quick solutions, techniques and strategies for getting the most out of the SAS system makes this the perfect resource for busy SAS users and programmers. The authors share clever, little-known programming tips and secrets they've perfected during years of SAS programming and consulting. Now updated for versions 6.08-6.10, this bestselling toolkit provides all of the book's routines on a handy, ready-to-use disk.

Author : Rick Aster,Rhena Seidman
Publisher : Tab Books
Page : 590 pages
File Size : 53,7 Mb
Release : 1991
Category : Mathematical statistics
ISBN : UCSC:32106017667772

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Professional SAS Programming Secrets by Rick Aster,Rhena Seidman Pdf

Quick solutions, techniques, & strategies for getting the most out of the SAS System make this the perfect resource for busy SAS users & programmers. Now updated for versions 6.08-6.10, this best-selling toolkit provides all of the book's routines on a handy, ready-to-use disk. Rick Aster & Rhena Seidman share clever, little-known programming tips & secrets they've perfected during years of SAS programming & consulting. The right & wrong ways to do things, ways to facilitate complicated tasks, & the tricks of SAS pros can all be found in this book, with a programmer's perspective no other book provides.

Author : Alan C. Elliott,Wayne A. Woodward
Publisher : Unknown
Page : 128 pages
File Size : 48,9 Mb
Release : 2015
Category : Electronic
ISBN : 8126557613

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SAS Essentials by Alan C. Elliott,Wayne A. Woodward Pdf

Author : Anonim
Publisher : Sas Inst
Page : 256 pages
File Size : 45,7 Mb
Release : 2006
Category : Computers
ISBN : 159047869X

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SAS Data Integration Studio 3.3 by Anonim Pdf

The ETL process consists of all the steps necessary to extract data from different locations, transform raw operational data into consistent, high-quality business data, and load the data into a data warehouse. SAS provides all of this with the addition of an easy-to-use, metadata-driven warehouse management environment. This manual explains how to use SAS ETL Studio to specify metadata for sources, such as tables in an operational system; specify metadata for targets--the tables and other data stores in a data warehouse; and create jobs that specify how data is extracted, transformed, and loaded from sources to targets. This manual also summarizes how to set up servers, libraries, and other resources that SAS ETL Studio requires. A data warehouse for a fictional company, Orion Star Sports & Outdoors, is used to illustrate these tasks. The audience for this manual is users who are responsible for implementing data warehouses and who have a working knowledge of Base SAS software.

Author : Alan C. Elliott,Wayne A. Woodward
Publisher : John Wiley & Sons
Page : 528 pages
File Size : 41,6 Mb
Release : 2015-08-10
Category : Education
ISBN : 9781119042174

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SAS Essentials by Alan C. Elliott,Wayne A. Woodward Pdf

A step-by-step introduction to using SAS® statistical software as a foundational approach to data analysis and interpretation Presenting a straightforward introduction from the ground up, SAS® Essentials: Mastering SAS for Data Analytics, Second Edition illustrates SAS using hands-on learning techniques and numerous real-world examples. Keeping different experience levels in mind, the highly-qualified author team has developed the book over 20 years of teaching introductory SAS courses. Divided into two sections, the first part of the book provides an introduction to data manipulation, statistical techniques, and the SAS programming language. The second section is designed to introduce users to statistical analysis using SAS Procedures. Featuring self-contained chapters to enhance the learning process, the Second Edition also includes: Programming approaches for the most up-to-date version of the SAS platform including information on how to use the SAS University Edition Discussions to illustrate the concepts and highlight key fundamental computational skills that are utilized by business, government, and organizations alike New chapters on reporting results in tables and factor analysis Additional information on the DATA step for data management with an emphasis on importing data from other sources, combining data sets, and data cleaning Updated ANOVA and regression examples as well as other data analysis techniques A companion website with the discussed data sets, additional code, and related PowerPoint® slides SAS Essentials: Mastering SAS for Data Analytics, Second Edition is an ideal textbook for upper-undergraduate and graduate-level courses in statistics, data analytics, applied SAS programming, and statistical computer applications as well as an excellent supplement for statistical methodology courses. The book is an appropriate reference for researchers and academicians who require a basic introduction to SAS for statistical analysis and for preparation for the Basic SAS Certification Exam.

Author : SAS Institute
Publisher : SAS Institute
Page : 207 pages
File Size : 47,9 Mb
Release : 2004
Category : Computers
ISBN : 1590474619

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Sas 9.1 Etl Studio by SAS Institute Pdf

The ETL process consists of all the steps necessary to extract data from different locations, transform raw operational data into consistent, high-quality business data, and load the data into a data warehouse. SAS provides all of this with the addition of an easy-to-use, metadata-driven warehouse management environment. This manual explains how to use SAS ETL Studio to specify metadata for sources, such as tables in an operational system; specify metadata for targets--the tables and other data stores in a data warehouse; and create jobs that specify how data is extracted, transformed, and loaded from sources to targets. This manual also summarizes how to set up servers, libraries, and other resources that SAS ETL Studio requires. A data warehouse for a fictional company, Orion Star Sports & Outdoors, is used to illustrate these tasks. The audience for this manual is users who are responsible for implementing data warehouses and who have a working knowledge of Base SAS software. Supports releases 9.1 and higher of SAS software.

Author : Torben Christensen
Publisher : Unknown
Page : 0 pages
File Size : 41,9 Mb
Release : 2023-06-10
Category : Electronic
ISBN : 1447625188

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SAS Programming in the Altair Analytical Workbench by Torben Christensen Pdf

This book will learn you how to create SAS code, in a way easy to understand with the use of best practises for SAS programming. The audience for this book can be new students that want to take advantage of a real programming environment for the SAS language, and not just the point-and-click environments available. Also for python or R users that need some of the advanced datamanagement facilities in SAS. But other readers are also welcome to take advantage of this book.

Author : Arthur Li
Publisher : CRC Press
Page : 278 pages
File Size : 41,5 Mb
Release : 2013-04-10
Category : Mathematics
ISBN : 9781466552388

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Handbook of SAS® DATA Step Programming by Arthur Li Pdf

To write an accomplished program in the DATA step of SAS®, programmers must understand programming logic and know how to implement and even create their own programming algorithm. Handbook of SAS® DATA Step Programming shows readers how best to manage and manipulate data by using the DATA step. The book helps novices avoid common mistakes resulting from a lack of understanding fundamental and unique SAS programming concepts. It explains that learning syntax does not solve all problems; rather, a thorough comprehension of SAS processing is needed for successful programming. The author also guides readers through a programming task. In most of the examples, the author first presents strategies and steps for solving the problem, then offers a solution, and finally gives a more detailed explanation of the solution. Understanding the DATA steps, particularly the program data vector (PDV), is critical to proper data manipulation and management in SAS. This book helps SAS programmers thoroughly grasp the concept of DATA step processing and write accurate programs in the DATA step. Numerous supporting materials, including data sets and programs used in the text, are available on the book’s CRC Press web page.

Author : Ron Cody
Publisher : SAS Institute
Page : 344 pages
File Size : 55,6 Mb
Release : 2021-02-24
Category : Computers
ISBN : 9781953329189

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Getting Started with SAS Programming by Ron Cody Pdf

Get up and running with SAS using Ron Cody’s easy-to-follow, step-by-step guide. Aimed at beginners, Getting Started with SAS Programming: Using SAS Studio in the Cloud uses short examples to teach SAS programming from the basics to more advanced topics in the point-and-click interactive environment of SAS Studio. To begin, you will learn how to register for SAS OnDemand for Academics, an online delivery platform for teaching and learning statistical analysis that provides free access to SAS software via the cloud. The first part of the book shows you how to use SAS Studio built-in tasks to produce a report, summarize data, and create charts and graphs. It also describes how you can perform basic statistical tests using the interactive point-and-click environment. The second part of the book uses easy-to-follow examples to show you how to write your own SAS programs and how to use SAS procedures to perform a variety of tasks. This part of the book also explains how to read data from a variety of sources: text files, Excel workbooks, and CSV files. In order to get familiar with the SAS Studio environment, this book also shows you how to access dozens of interesting data sets that are included with the SAS OnDemand for Academics platform.

Author : Cybellium Ltd
Publisher : Cybellium Ltd
Page : 190 pages
File Size : 53,5 Mb
Release : 2024-05-19
Category : Computers
ISBN : 9798862652086

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Mastering Data Warehousing by Cybellium Ltd Pdf

Architect, Build, and Optimize Your Data Warehouse Are you ready to revolutionize the way your organization stores and accesses data? "Mastering Data Warehousing" is your definitive guide to architecting, building, and optimizing data warehouses that facilitate efficient data storage and retrieval. Whether you're a data architect designing robust warehouse structures or a business leader aiming to glean insights from your data, this book equips you with the knowledge and strategies to master the art of data warehousing. Key Features: 1. Architecting Data Warehouses: Immerse yourself in the world of data warehousing, understanding its significance, challenges, and opportunities. Build a strong foundation that empowers you to design data warehouses that cater to your organization's needs. 2. Data Warehouse Models: Master various data warehouse models. Learn about star schema, snowflake schema, and other dimensional modeling techniques for organizing data for efficient querying and analysis. 3. Data ETL (Extract, Transform, Load): Uncover the power of ETL processes in data warehousing. Explore techniques for extracting data from diverse sources, transforming it for analysis, and loading it into your warehouse. 4. Data Quality and Governance: Delve into data quality and governance within data warehousing. Learn how to ensure data accuracy, consistency, and compliance within your warehouse. 5. Optimizing Query Performance: Master techniques for optimizing query performance. Learn about indexing, partitioning, and materialized views to enhance query speed and responsiveness. 6. Scalability and High Availability: Explore strategies for scaling and ensuring high availability of your data warehouse. Learn how to handle growing data volumes and ensure uninterrupted access to critical information. 7. Cloud Data Warehousing: Discover the world of cloud data warehousing. Learn about designing and migrating data warehouses to cloud platforms, enabling scalability and cost-efficiency. 8. Data Warehousing Tools and Platforms: Uncover a range of tools and platforms for data warehousing. Explore traditional solutions as well as modern technologies like columnar databases and data lakes. 9. Real-Time Data Warehousing: Dive into real-time data warehousing techniques. Learn how to capture and process streaming data for instant insights and decision-making. 10. Real-World Applications: Gain insights into real-world use cases of data warehousing across industries. From business intelligence to customer analytics, discover how organizations leverage data warehouses for strategic advantage. Who This Book Is For: "Mastering Data Warehousing" is an essential resource for data architects, analysts, and business professionals aiming to excel in designing and managing data warehouses. Whether you're enhancing your technical skills or transforming data into actionable insights, this book will guide you through the intricacies and empower you to harness the full potential of data warehousing. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com