Excel Power Pivot & Power Query For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119210666
Total Pages : 392 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Excel Power Pivot & Power Query For Dummies by : Michael Alexander

Download or read book Excel Power Pivot & Power Query For Dummies written by Michael Alexander and published by John Wiley & Sons. This book was released on 2016-03-18 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to PowerPivot and Power Query no data cruncher should be without! Want to familiarize yourself with the rich set of Microsoft Excel tools and reporting capabilities available from PowerPivot and Power Query? Look no further! Excel PowerPivot & Power Query For Dummies shows you how this powerful new set of tools can be leveraged to more effectively source and incorporate 'big data' Business Intelligence and Dashboard reports. You'll discover how PowerPivot and Power Query not only allow you to save time and simplify your processes, but also enable you to substantially enhance your data analysis and reporting capabilities. Gone are the days of relatively small amounts of data—today's data environment demands more from business analysts than ever before. Now, with the help of this friendly, hands-on guide, you'll learn to use PowerPivot and Power Query to expand your skill-set from the one-dimensional spreadsheet to new territories, like relational databases, data integration, and multi-dimensional reporting. Demonstrates how Power Query is used to discover, connect to, and import your data Shows you how to use PowerPivot to model data once it's been imported Offers guidance on using these tools to make analyzing data easier Written by a Microsoft MVP in the lighthearted, fun style you've come to expect from the For Dummies brand If you spend your days analyzing data, Excel PowerPivot & Power Query For Dummies will get you up and running with the rich set of Excel tools and reporting capabilities that will make your life—and work—easier.

Excel Power Pivot & Power Query For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111921064X
Total Pages : 291 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Excel Power Pivot & Power Query For Dummies by : Michael Alexander

Download or read book Excel Power Pivot & Power Query For Dummies written by Michael Alexander and published by John Wiley & Sons. This book was released on 2016-04-04 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to PowerPivot and Power Query no data cruncher should be without! Want to familiarize yourself with the rich set of Microsoft Excel tools and reporting capabilities available from PowerPivot and Power Query? Look no further! Excel PowerPivot & Power Query For Dummies shows you how this powerful new set of tools can be leveraged to more effectively source and incorporate 'big data' Business Intelligence and Dashboard reports. You'll discover how PowerPivot and Power Query not only allow you to save time and simplify your processes, but also enable you to substantially enhance your data analysis and reporting capabilities. Gone are the days of relatively small amounts of data—today's data environment demands more from business analysts than ever before. Now, with the help of this friendly, hands-on guide, you'll learn to use PowerPivot and Power Query to expand your skill-set from the one-dimensional spreadsheet to new territories, like relational databases, data integration, and multi-dimensional reporting. Demonstrates how Power Query is used to discover, connect to, and import your data Shows you how to use PowerPivot to model data once it's been imported Offers guidance on using these tools to make analyzing data easier Written by a Microsoft MVP in the lighthearted, fun style you've come to expect from the For Dummies brand If you spend your days analyzing data, Excel PowerPivot & Power Query For Dummies will get you up and running with the rich set of Excel tools and reporting capabilities that will make your life—and work—easier.

Excel Power Pivot & Power Query For Dummies

Download Excel Power Pivot & Power Query For Dummies PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119844509
Total Pages : 295 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Excel Power Pivot & Power Query For Dummies by : Michael Alexander

Download or read book Excel Power Pivot & Power Query For Dummies written by Michael Alexander and published by John Wiley & Sons. This book was released on 2022-01-25 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to crunch huge amounts of data with PowerPivot and Power Query Do you have a ton of data you need to make sense of? Microsoft’s Excel program can handle amazingly large data sets, but you’ll need to get familiar with PowerPivot and Power Query to get started. And that’s where Dummies comes in. With step-by-step instructions—accompanied by ample screenshots—Excel PowerPivot & Power Query For Dummies will teach you how to save time, simplify your processes, and enhance your data analysis and reporting. Use Power Query to discover, connect to, and import your organization’s data. Then use PowerPivot to model it in Excel. You’ll also learn to: Make use of databases to store large amounts of data Use custom functions to extend and enhance Power Query Add the functionality of formulas to PowerPivot and publish data to SharePoint If you’re expected to wrangle, interpret, and report on large amounts of data, Excel PowerPivot & Power Query For Dummies gives you the tools you need to get up to speed quickly.

Microsoft Power BI For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119824877
Total Pages : 423 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Microsoft Power BI For Dummies by : Jack A. Hyman

Download or read book Microsoft Power BI For Dummies written by Jack A. Hyman and published by John Wiley & Sons. This book was released on 2022-02-08 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reveal the insights behind your company’s data with Microsoft Power BI Microsoft Power BI allows intuitive access to data that can power intelligent business decisions and insightful strategies. The question is, do you have the Power BI skills to make your organization’s numbers spill their secrets? In Microsoft Power BI For Dummies, expert lecturer, consultant, and author Jack Hyman delivers a start-to-finish guide to applying the Power BI platform to your own firm’s data. You’ll discover how to start exploring your data sources, build data models, visualize your results, and create compelling reports that motivate decisive action. Tackle the basics of Microsoft Power BI and, when you’re done with that, move on to advanced functions like accessing data with DAX and app integrations Guide your organization’s direction and decisions with rock-solid conclusions based on real-world data Impress your bosses and confidently lead your direct reports with exciting insights drawn from Power BI’s useful visualization tools It’s one thing for your company to have data at its disposal. It’s another thing entirely to know what to do with it. Microsoft Power BI For Dummies is the straightforward blueprint you need to apply one of the most powerful business intelligence tools on the market to your firm’s existing data.

M Is for (Data) Monkey

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Author :
Publisher : Tickling Keys, Inc.
ISBN 13 : 1615473459
Total Pages : 212 pages
Book Rating : 4.6/5 (154 download)

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Book Synopsis M Is for (Data) Monkey by : Ken Puls

Download or read book M Is for (Data) Monkey written by Ken Puls and published by Tickling Keys, Inc.. This book was released on 2015-06-01 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power Query is one component of the Power BI (Business Intelligence) product from Microsoft, and "M" is the name of the programming language created by it. As more business intelligence pros begin using Power Pivot, they find that they do not have the Excel skills to clean the data in Excel; Power Query solves this problem. This book shows how to use the Power Query tool to get difficult data sets into both Excel and Power Pivot, and is solely devoted to Power Query dashboarding and reporting.

Power Pivot and Power Bi: The Excel User's Guide to Dax, Power Query, Power Bi & Power Pivot in Excel 2010-2016

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Author :
Publisher : Holy Macro! Books
ISBN 13 : 9781615470754
Total Pages : 308 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis Power Pivot and Power Bi: The Excel User's Guide to Dax, Power Query, Power Bi & Power Pivot in Excel 2010-2016 by : Avichal Singh

Download or read book Power Pivot and Power Bi: The Excel User's Guide to Dax, Power Query, Power Bi & Power Pivot in Excel 2010-2016 written by Avichal Singh and published by Holy Macro! Books. This book was released on 2021-12 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft PowerPivot is a free add-on to Excel from Microsoft that allows users to produce new kinds of reports and analyses that were simply impossible before, and this book is the first to tackle DAX formulas, the core capability of PowerPivot, from the perspective of the Excel audience. Written by the world's foremost PowerPivot blogger and practitioner, the book's concepts and approach are introduced in a step-by-step manner tailored to the learning style of Excel users everywhere. The techniques presented allow users to produce, in hours or even minutes, results that formerly would have taken entire teams weeks or months to produce. The "pattern-like" techniques and best practices contained in this book have been developed and refined over two years of onsite training with Excel users around the world, and the key lessons from those seminars costing thousands of dollars per day are now available within the pages of this easy-to-follow guide. This updated edition covers new features introduced with Office 2015.

Collect, Combine, and Transform Data Using Power Query in Excel and Power BI

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Author :
Publisher : Microsoft Press
ISBN 13 : 1509307974
Total Pages : 874 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Collect, Combine, and Transform Data Using Power Query in Excel and Power BI by : Gil Raviv

Download or read book Collect, Combine, and Transform Data Using Power Query in Excel and Power BI written by Gil Raviv and published by Microsoft Press. This book was released on 2018-10-08 with total page 874 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Power Query, you can import, reshape, and cleanse any data from a simple interface, so you can mine that data for all of its hidden insights. Power Query is embedded in Excel, Power BI, and other Microsoft products, and leading Power Query expert Gil Raviv will help you make the most of it. Discover how to eliminate time-consuming manual data preparation, solve common problems, avoid pitfalls, and more. Then, walk through several complete analytics challenges, and integrate all your skills in a realistic chapter-length final project. By the time you’re finished, you’ll be ready to wrangle any data–and transform it into actionable knowledge. Prepare and analyze your data the easy way, with Power Query · Quickly prepare data for analysis with Power Query in Excel (also known as Get & Transform) and in Power BI · Solve common data preparation problems with a few mouse clicks and simple formula edits · Combine data from multiple sources, multiple queries, and mismatched tables · Master basic and advanced techniques for unpivoting tables · Customize transformations and build flexible data mashups with the M formula language · Address collaboration challenges with Power Query · Gain crucial insights into text feeds · Streamline complex social network analytics so you can do it yourself For all information workers, analysts, and any Excel user who wants to solve their own business intelligence problems.

Power Query for Power BI and Excel

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Author :
Publisher : Apress
ISBN 13 : 1430266929
Total Pages : 261 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis Power Query for Power BI and Excel by : Christopher Webb

Download or read book Power Query for Power BI and Excel written by Christopher Webb and published by Apress. This book was released on 2014-07-05 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power Query for Power BI and Excel is a book for people who are tired of copying and pasting data into Excel worksheets. Power Query, part of the Microsoft Power BI suite, is a tool that automates the process of getting data into Excel and will save you hours of dull, repetitive, and error-prone work! Power Query makes it easy to extract data from many different data sources, filter that data, aggregate it, clean it and perform calculations on it, finally loading that data into either your worksheet or directly into the new Excel 2013 Data Model used by Power Pivot. This concise, practical book provides a complete guide to Power Query and how to use it to solve all of your Excel data-loading problems. Power Query for Power BI and Excel goes well beyond the surface of what Power Query can do. The book goes deep into the underlying M language, showing you how to do amazing things that aren’t going to be possible from just the GUI interface that is covered in most other books. You’ll have full command of the GUI, and you’ll be able to drop into the M language to go beyond what the GUI provides. The depth in this book makes it a must-have item for anyone who is pushing Power BI and Excel to their limits in the pursuit of business intelligence from data analysis. Teaches the basics of using Power Query to load data into Excel Helps you solve common, data-related problems with Power Query Shows how to write your own solutions in the powerful M language

Analyzing Data with Power BI and Power Pivot for Excel

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Author :
Publisher : Microsoft Press
ISBN 13 : 1509302816
Total Pages : 438 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Analyzing Data with Power BI and Power Pivot for Excel by : Alberto Ferrari

Download or read book Analyzing Data with Power BI and Power Pivot for Excel written by Alberto Ferrari and published by Microsoft Press. This book was released on 2017-04-28 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Renowned DAX experts Alberto Ferrari and Marco Russo teach you how to design data models for maximum efficiency and effectiveness. How can you use Excel and Power BI to gain real insights into your information? As you examine your data, how do you write a formula that provides the numbers you need? The answers to both of these questions lie with the data model. This book introduces the basic techniques for shaping data models in Excel and Power BI. It’s meant for readers who are new to data modeling as well as for experienced data modelers looking for tips from the experts. If you want to use Power BI or Excel to analyze data, the many real-world examples in this book will help you look at your reports in a different way–like experienced data modelers do. As you’ll soon see, with the right data model, the correct answer is always a simple one! By reading this book, you will: • Gain an understanding of the basics of data modeling, including tables, relationships, and keys • Familiarize yourself with star schemas, snowflakes, and common modeling techniques • Learn the importance of granularity • Discover how to use multiple fact tables, like sales and purchases, in a complex data model • Manage calendar-related calculations by using date tables • Track historical attributes, like previous addresses of customers or manager assignments • Use snapshots to compute quantity on hand • Work with multiple currencies in the most efficient way • Analyze events that have durations, including overlapping durations • Learn what data model you need to answer your specific business questions About This Book • For Excel and Power BI users who want to exploit the full power of their favorite tools • For BI professionals seeking new ideas for modeling data

Power Pivot and Power BI

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Author :
Publisher : Tickling Keys, Inc.
ISBN 13 : 1615473491
Total Pages : 271 pages
Book Rating : 4.6/5 (154 download)

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Book Synopsis Power Pivot and Power BI by : Rob Collie

Download or read book Power Pivot and Power BI written by Rob Collie and published by Tickling Keys, Inc.. This book was released on 2015-12-01 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft PowerPivot is a free add-on to Excel from Microsoft that allows users to produce new kinds of reports and analyses that were simply impossible before, and this book is the first to tackle DAX formulas, the core capability of PowerPivot, from the perspective of the Excel audience. Written by the world's foremost PowerPivot blogger and practitioner, the book's concepts and approach are introduced in a simple, step-by-step manner tailored to the learning style of Excel users everywhere. The techniques presented allow users to produce, in hours or even minutes, results that formerly would have taken entire teams weeks or months to produce. It includes lessons on the difference between calculated columns and measures; how formulas can be reused across reports of completely different shapes; how to merge disjointed sets of data into unified reports; how to make certain columns in a pivot behave as if the pivot were filtered while other columns do not; and how to create time-intelligent calculations in pivot tables such as "Year over Year" and "Moving Averages" whether they use a standard, fiscal, or a complete custom calendar. The "pattern-like" techniques and best practices contained in this book have been developed and refined over two years of onsite training with Excel users around the world, and the key lessons from those seminars costing thousands of dollars per day are now available to within the pages of this easy-to-follow guide. This updated second edition covers new features introduced with Office 2015.

Microsoft Excel 2013

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Author :
Publisher : Pearson Education
ISBN 13 : 0735676348
Total Pages : 511 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis Microsoft Excel 2013 by : Alberto Ferrari

Download or read book Microsoft Excel 2013 written by Alberto Ferrari and published by Pearson Education. This book was released on 2013 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shows readers how to perform complex data analysis, create reports with the data analysis expressions language, and add hierarchies to data models to enable faster browsing.

Dashboarding and Reporting with Power Pivot and Excel

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Author :
Publisher : Tickling Keys, Inc.
ISBN 13 : 1615470271
Total Pages : 193 pages
Book Rating : 4.6/5 (154 download)

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Book Synopsis Dashboarding and Reporting with Power Pivot and Excel by : Kasper de Jonge

Download or read book Dashboarding and Reporting with Power Pivot and Excel written by Kasper de Jonge and published by Tickling Keys, Inc.. This book was released on 2014-07-01 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft’s revolutionary Power Pivot is a tool that allows users to create and transform data into reports and dashboards in new and much more powerful ways using the most-used analytical tool in the world: Excel. This book, written by a member of Microsoft’s Power Pivot team, provides a practical step by step guide on creating a financial dashboard. The book covers in detail how to combine and shape the relevant data, build the dashboard in Excel, providing layout and design tips and tricks, prepare the model to work with fiscal dates, and show values used in many financial reports, including year-to-date, variance-to-target, percentage-of-total, and running totals reports. Accessibly written, this book offers readers a practical, real-world scenario and can be used as a day-to-day reference. Though the guide focuses on Power Pivot for Excel 2010, a chapter that discusses Power View—compatible with Excel 2013— and Power BI is also included.

Introducing Microsoft Power BI

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Author :
Publisher : Microsoft Press
ISBN 13 : 1509302751
Total Pages : 189 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Introducing Microsoft Power BI by : Alberto Ferrari

Download or read book Introducing Microsoft Power BI written by Alberto Ferrari and published by Microsoft Press. This book was released on 2016-07-07 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Introducing Microsoft Power BI enables you to evaluate when and how to use Power BI. Get inspired to improve business processes in your company by leveraging the available analytical and collaborative features of this environment. Be sure to watch for the publication of Alberto Ferrari and Marco Russo's upcoming retail book, Analyzing Data with Power BI and Power Pivot for Excel (ISBN 9781509302765). Go to the book's page at the Microsoft Press Store here for more details:http://aka.ms/analyzingdata/details. Learn more about Power BI at https://powerbi.microsoft.com/.

Excel 2007 Dashboards and Reports For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118052234
Total Pages : 375 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Excel 2007 Dashboards and Reports For Dummies by : Michael Alexander

Download or read book Excel 2007 Dashboards and Reports For Dummies written by Michael Alexander and published by John Wiley & Sons. This book was released on 2011-03-16 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: What’s the use of putting out reports that no one reads? Properly created dashboards are graphical representations that put data in a context for your audience, and they look really cool! How cool? You’ll find out when you see the dazzling examples in Excel 2007 Dashboards & Reports For Dummies. And, before long, everyone’s eyes will be riveted to your dashboards and reports too! This revolutionary guide shows you how to turn Excel into your own personal Business Intelligence tool. You’ll learn the fundamentals of using Excel 2007 to go beyond simple tables to creating dashboard-studded reports that wow management. Get ready to catch dashboard fever as you find out how to use basic analysis techniques, build advanced dashboard components, implement advanced reporting techniques, and import external date into your Excel reports. Discover how to: Unleash the power of Excel as a business intelligence tool Create dashboards that communicate and get noticed Think about your data in a new way Present data more effectively and increase the value of your reports Create dynamic labels that support visualization Represent time and seasonal trending Group and bucket data Display and measure values versus goals Implement macro-charged reporting Using Excel 2007 as a BI tool is the most cost-efficient way for organizations of any size create powerful and insightful reports and distribute throughout the enterprise. And Excel 2007 Dashboards and Reports for Dummies is the fastest you for you to catch dashboard fever!

Power Query Cookbook

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1800567936
Total Pages : 412 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Power Query Cookbook by : Andrea Janicijevic

Download or read book Power Query Cookbook written by Andrea Janicijevic and published by Packt Publishing Ltd. This book was released on 2021-10-15 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage your source data from hundreds of different connections, perform millions of different transformations, and easily manage highly complex data lifecycles with Power Query Key FeaturesCollect, combine, and transform data using Power Query's data connectivity and data preparation featuresOvercome the problems faced while accessing data from multiple sources and reshape it to meet your business requirementsExplore how the M language can be used to write your own customized solutionsBook Description Power Query is a data preparation tool that enables data engineers and business users to connect, reshape, enrich, and transform their data to facilitate relevant business insights and analysis. With Power Query's wide range of features, you can perform no-code transformations and complex M code functions at the same time to get the most out of your data. This Power Query book will help you to connect to data sources, achieve intuitive transformations, and get to grips with preparation practices. Starting with a general overview of Power Query and what it can do, the book advances to cover more complex topics such as M code and performance optimization. You'll learn how to extend these capabilities by gradually stepping away from the Power Query GUI and into the M programming language. Additionally, the book also shows you how to use Power Query Online within Power BI Dataflows. By the end of the book, you'll be able to leverage your source data, understand your data better, and enrich it with a full stack of no-code and custom features that you'll learn to design by yourself for your business requirements. What you will learnUnderstand how to use Power Query to connect and explore dataExplore ways to reshape and enrich dataDiscover the potential of Power Query across the Microsoft platformBuild complex and custom transformationsUse M code to write new queries against data sourcesUse the Power Query Online tool within Power BI DataflowsImplement best practices such as reusing dataflows, optimizing expanding table operations, and field mappingWho this book is for This book is for data analysts, BI developers, data engineers, and anyone looking for a desk reference guide to learn how Power Query can be used with different Microsoft products to handle data of varying complexity. Beginner-level knowledge of Power BI and the M Language will help you to get the best out of this book.

Beginning Power BI with Excel 2013

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Author :
Publisher : Apress
ISBN 13 : 1430264462
Total Pages : 309 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis Beginning Power BI with Excel 2013 by : Dan Clark

Download or read book Beginning Power BI with Excel 2013 written by Dan Clark and published by Apress. This book was released on 2014-10-09 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding your company’s data has never been easier than with Microsoft’s new Power BI package for Excel 2013. Consisting of four powerful tools—Power Pivot, Power View, Power Query and Power Maps—Power BI makes self-service business intelligence a reality for a wide range of users, bridging the traditional gap between Excel users, business analysts and IT experts and making it easier for everyone to work together to build the data models that can give you game-changing insights into your business. Beginning Power BI with Excel 2013 guides you step by step through the process of analyzing and visualizing your data. Daniel R. Clark, an expert in BI training and a regular speaker on these topics, takes you through each tool in turn, using hands-on activities to consolidate what you’ve learned in each chapter. Starting with Power Pivot, you will create robust scalable data models which will serve as the foundation of your data analysis. Once you have mastered creating suitable data models, you will use them to build compelling interactive visualizations in Power View. It’s often necessary to combine data from disparate sources into a data model. Power Query allows you to easily discover, combine, and refine data from a variety of sources, so you can make accurate judgments with all the available information. Geographical awareness is another common requirement of data analysis. Using Power Maps you will create captivating visualizations that map your data in space and time. Beginning Power BI with Excel 2013 is your practical guide to getting maximum insight from your data, and presenting it with impact.

Beginning Power BI

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Author :
Publisher : Apress
ISBN 13 : 1484225775
Total Pages : 353 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Beginning Power BI by : Dan Clark

Download or read book Beginning Power BI written by Dan Clark and published by Apress. This book was released on 2017-02-28 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyze your company’s data quickly and easily using Microsoft’s latest tools. You will learn to build scalable and robust data models to work from, clean and combine different data sources effectively, and create compelling visualizations and share them with your colleagues. Author Dan Clark takes you through each topic using step-by-step activities and plenty of screen shots to help familiarize you with the tools. This second edition includes new material on advanced uses of Power Query, along with the latest user guidance on the evolving Power BI platform. Beginning Power BI is your hands-on guide to quick, reliable, and valuable data insight. What You'll Learn Simplify data discovery, association, and cleansing Build solid analytical data models Create robust interactive data presentations Combine analytical and geographic data in map-based visualizations Publish and share dashboards and reports Who This Book Is For Business analysts, database administrators, developers, and other professionals looking to better understand and communicate with data