Power Bi Data Analysis And Visualization

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Power BI Data Analysis and Visualization

Author : Suren Machiraju,Suraj Gaurav
Publisher : Walter de Gruyter GmbH & Co KG
Page : 264 pages
File Size : 45,9 Mb
Release : 2018-09-10
Category : Computers
ISBN : 9781547400744

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Power BI Data Analysis and Visualization by Suren Machiraju,Suraj Gaurav Pdf

Power BI Data Analysis and Visualization provides a roadmap to vendor choices and highlights why Microsoft's Power BI is a very viable, cost effective option for data visualization. The book covers the fundamentals and most commonly used features of Power BI, but also includes an in-depth discussion of advanced Power BI features such as natural language queries; embedding Power BI dashboards; and live streaming data. It discusses real solutions to extract data from the ERP application, Microsoft Dynamics CRM, and also offers ways to host the Power BI Dashboard as an Azure application, extracting data from popular data sources like Microsoft SQL Server and open-source PostgreSQL. Authored by Microsoft experts, this book uses real-world coding samples and screenshots to spotlight how to create reports, embed them in a webpage, view them across multiple platforms, and more. Business owners, IT professionals, data scientists, and analysts will benefit from this thorough presentation of Power BI and its functions.

Data Analysis with Microsoft Power BI

Author : Brian Larson
Publisher : McGraw Hill Professional
Page : 546 pages
File Size : 42,7 Mb
Release : 2020-01-03
Category : Computers
ISBN : 9781260458626

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Data Analysis with Microsoft Power BI by Brian Larson Pdf

Explore, create, and manage highly interactive data visualizations using Microsoft Power BI Extract meaningful business insights from your disparate enterprise data using the detailed information contained in this practical guide. Written by a recognized BI expert and bestselling author, Data Analysis with Microsoft Power BI teaches you the skills you need to interact with, author, and maintain robust visualizations and custom data models. Hands-on exercises based on real-life business scenarios clearly demonstrate each technique. Publishing your results to the Power BI Service (PowerBI.com) and Power BI Report Server are also fully covered. Inside, you will discover how to: •Understand Business Intelligence and self-service analytics •Explore the tools and features of Microsoft Power BI •Create and format effective data visualizations •Incorporate advanced interactivity and custom graphics •Build and populate accurate data models •Transform data using the Power BI Query Editor •Work with measures, calculated columns, and tabular models •Write powerful DAX language scripts •Share content on the PowerBI Service (PowerBI.com) •Store your visualizations on the Power BI Report Server

Exam Ref 70-778 Analyzing and Visualizing Data with Microsoft Power BI

Author : Daniil Maslyuk
Publisher : Microsoft Press
Page : 431 pages
File Size : 53,6 Mb
Release : 2018-06-07
Category : Computers
ISBN : 9780134857794

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Exam Ref 70-778 Analyzing and Visualizing Data with Microsoft Power BI by Daniil Maslyuk Pdf

Prepare for Microsoft Exam 70-778–and help demonstrate your real-world mastery of Power BI data analysis and visualization. Designed for experienced BI professionals and data analysts ready to advance their status, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the MCSA level. Focus on the expertise measured by these objectives: Consume and transform data by using Power BI Desktop Model and visualize data Configure dashboards, reports, and apps in the Power BI Service This Microsoft Exam Ref: Organizes its coverage by exam objectives Features strategic, what-if scenarios to challenge you Assumes you have experience consuming and transforming data, modeling and visualizing data, and configuring dashboards using Excel and Power BI

Mastering Power BI

Author : Chandraish Sinha
Publisher : BPB Publications
Page : 271 pages
File Size : 48,8 Mb
Release : 2021-09-11
Category : Computers
ISBN : 9789391030728

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Mastering Power BI by Chandraish Sinha Pdf

Expert Choice to build Business Intelligence landscapes and dashboards for Enterprises KEY FEATURES ● In-depth knowledge of Power BI, demonstrated through step-by-step exercises. ● Covers data modelling, visualization, and implementing security with complete hands-on training. ● Includes a project that simulates a realistic business environment from start to finish. DESCRIPTION Mastering Power BI covers the entire Power BI implementation process. The readers will be able to understand all the concepts covered in this book, from data modelling to creating powerful - visualizations. This book begins with the concepts and terminology such as Star-Schema, dimensions and facts. It explains about multi-table dataset and demonstrates how to load these tables into Power BI. It shows how to load stored data in various formats and create relationships. Readers will also learn more about Data Analysis Expressions (DAX). This book is a must for the developers wherein they learn how to extend the usability of Power BI, to explore meaningful and hidden data insights. Throughout the book, you keep on learning about the concepts, techniques and expert practices on loading and shaping data, visualization design and security implementation. WHAT YOU WILL LEARN ● Learn about Business Intelligence (BI) concepts and its contribution in business analytics. ● Learn to connect, load, and transform data from disparate data sources. ● Start creating and executing powerful DAX calculations. ● Design various visualizations to prepare insightful reports and dashboards. WHO THIS BOOK IS FOR This book is for anyone interested in learning how to use Power BI desktop or starting a career in Business Intelligence and Analytics. While this covers all the fundamentals, it is recommended that the reader be familiar with MS-Excel and database concepts. TABLE OF CONTENTS 1. Understanding the Basics 2. Connect and Shape 3. Optimize your datamodel 4. Data Analysis Expressions (DAX) 5. Visualizations in Power BI 6. Power BI Service 7. Securing your application

High Impact Data Visualization with Power View, Power Map, and Power BI

Author : Adam Aspin
Publisher : Apress
Page : 536 pages
File Size : 42,6 Mb
Release : 2014-06-24
Category : Computers
ISBN : 9781430266174

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High Impact Data Visualization with Power View, Power Map, and Power BI by Adam Aspin Pdf

High Impact Data Visualization with Power View, Power Map, and Power BI helps you take business intelligence delivery to a new level that is interactive, engaging, even fun, all while driving commercial success through sound decision-making. Learn to harness the power of Microsoft’s flagship, self-service business intelligence suite to deliver compelling and interactive insight with remarkable ease. Learn the essential techniques needed to enhance the look and feel of reports and dashboards so that you can seize your audience’s attention and provide them with clear and accurate information. Also learn to integrate data from a variety of sources and create coherent data models displaying clear metrics and attributes. Power View is Microsoft's ground-breaking tool for ad-hoc data visualization and analysis. It's designed to produce elegant and visually arresting output. It's also built to enhance user experience through polished interactivity. Power Map is a similarly powerful mechanism for analyzing data across geographic and political units. Power Query lets you load, shape and streamline data from multiple sources. PowerPivot can extend and develop data into a dynamic model. Power BI allows you to share your findings with colleagues, and present your insights to clients. High Impact Data Visualization with Power View, Power Map, and Power BI helps you master this suite of powerful tools from Microsoft. You'll learn to identify data sources, and to save time by preparing your underlying data correctly. You'll also learn to deliver your powerful visualizations and analyses through the cloud to PCs, tablets and smartphones. Simple techniques take raw data and convert it into information. Slicing and dicing metrics delivers interactive insight. Visually arresting output grabs and focuses attention on key indicators.

Power BI

Author : Rob Botwright
Publisher : Rob Botwright
Page : 294 pages
File Size : 41,6 Mb
Release : 101-01-01
Category : Computers
ISBN : 9781839386671

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Power BI by Rob Botwright Pdf

Unlock the Full Potential of Your Data with the "Power BI Data Mastery Made Easy" Book Bundle! Are you ready to transform your data into actionable insights and make informed decisions that drive success? Look no further! Introducing the "Power BI Data Mastery Made Easy" book bundle, a comprehensive collection of resources that will empower you to harness the true power of Microsoft's leading business intelligence and data visualization tool—Power BI. Here's what you'll discover in this incredible bundle: Book 1 - Power BI Essentials: A Beginner's Guide to Data Visualization Mastery · Ideal for beginners: Build a solid foundation in data visualization. · Learn to import and transform data from various sources. · Create stunning visualizations that tell compelling data stories. · Master the art of data analysis and visualization. Book 2 - Mastering Power BI: Advanced Techniques and Best Practices for Analysts · Elevate your skills to the next level with advanced techniques. · Discover best practices for tackling complex analytical challenges. · Master DAX formulas and optimize data models. · Become an analytics expert and excel in your field. Book 3 - Power BI Data Modeling: Building Robust Datasets for Effective Analysis · Unlock the full potential of Power BI with robust data modeling. · Design efficient and flexible data models. · Establish relationships between tables and optimize performance. · Gain the skills to create powerful data sets for effective analysis. Book 4 - Expert Power BI: Advanced Analytics and Custom Visualizations Mastery · Dive into the world of advanced analytics and custom visuals. · Explore machine learning integration and geographic analysis. · Push the boundaries of data analysis and create custom solutions. · Become a Power BI expert and stand out in your field. Whether you're a business professional, data analyst, or IT specialist, this book bundle equips you with the knowledge and skills needed to transform your data into a valuable asset. With Power BI's dynamic and ever-evolving capabilities, these books will keep you on the cutting edge of data analytics. Don't miss out on this opportunity to embark on a journey of discovery, learning, and mastery in the world of Power BI. Your ability to turn data into actionable insights is the key to informed decision-making and driving success in today's data-centric environment. Grab the "Power BI Data Mastery Made Easy" book bundle today and start your exciting adventure into the world of Power BI—where data mastery is within reach for everyone!

Pro Power BI Desktop

Author : Adam Aspin
Publisher : Apress
Page : 918 pages
File Size : 50,9 Mb
Release : 2020-06-11
Category : Computers
ISBN : 9781484257630

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Pro Power BI Desktop by Adam Aspin Pdf

Deliver eye-catching and insightful business intelligence with Microsoft Power BI Desktop. This new edition has been updated to cover all the latest features of Microsoft’s continually evolving visualization product. New in this edition is help with storytelling—adapted to PCs, tablets, and smartphones—and the building of a data narrative. You will find coverage of templates and JSON style sheets, data model annotations, and the use of composite data sources. Also provided is an introduction to incorporating Python visuals and the much awaited Decomposition Tree visual. Pro Power BI Desktop shows you how to use source data to produce stunning dashboards and compelling reports that you mold into a data narrative to seize your audience’s attention. Slice and dice the data with remarkable ease and then add metrics and KPIs to project the insights that create your competitive advantage. Convert raw data into clear, accurate, and interactive information with Microsoft’s free self-service BI tool. This book shows you how to choose from a wide range of built-in and third-party visualization types so that your message is always enhanced. You will be able to deliver those results on PCs, tablets, and smartphones, as well as share results via the cloud. The book helps you save time by preparing the underlying data correctly without needing an IT department to prepare it for you. What You Will LearnDeliver attention-grabbing information, turning data into insightFind new insights as you chop and tweak your data as never beforeBuild a data narrative through interactive reports with drill-through and cross-page slicingMash up data from multiple sources into a cleansed and coherent data modelBuild interdependent charts, maps, and tables to deliver visually stunning informationCreate dashboards that help in monitoring key performance indicators of your businessAdapt delivery to mobile devices such as phones and tablets Who This Book Is For Power users who are ready to step up to the big leagues by going beyond what Microsoft Excel by itself can offer. The book also is for line-of-business managers who are starved for actionable data needed to make decisions about their business. And the book is for BI analysts looking for an easy-to-use tool to analyze data and share results with C-suite colleagues they support.

Exam Ref DA-100 Analyzing Data with Microsoft Power BI

Author : Daniil Maslyuk
Publisher : Microsoft Press
Page : 507 pages
File Size : 40,8 Mb
Release : 2021-04-27
Category : Computers
ISBN : 9780136819592

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Exam Ref DA-100 Analyzing Data with Microsoft Power BI by Daniil Maslyuk Pdf

Exam Ref DA-100 Analysing Data with Microsoft Power BI offers professional-level preparation that helps candidates maximise their exam performance and sharpen their skills on the job. It focuses on specific areas of expertise modern IT professionals need to demonstrate real-world mastery of Power BI data analysis and visualisation. Coverage includes: Preparing data: acquiring, profiling, cleaning, transforming, and loading data Modeling data: designing and developing data models, creating measures with DAX, and optimising model performance Visualising data: creating reports and dashboards, and enriching reports for usability Analysing data: enhancing reports to expose insights, and performing advanced analysis Deploying and maintaining deliverables: managing datasets; creating and managing workspaces Microsoft Exam Ref publications stand apart from third-party study guides because they: Provide guidance from Microsoft, the creator of Microsoft certification exams Target IT professional-level exam candidates with content focused on their needs, not one-size-fits-all content Streamline study by organising material according to the exams objective domain (OD), covering one functional group and its objectives in each chapter Feature Thought Experiments to guide candidates through a set of what if? scenarios, and prepare them more effectively for Pro-level style exam questions Explore big picture thinking around the planning and design aspects of the IT pros job role The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.

Mastering Microsoft Power BI

Author : Brett Powell
Publisher : Packt Publishing Ltd
Page : 632 pages
File Size : 54,5 Mb
Release : 2018-03-29
Category : Computers
ISBN : 9781788292283

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Mastering Microsoft Power BI by Brett Powell Pdf

Design, create and manage robust Power BI solutions to gain meaningful business insights Key Features Master all the dashboarding and reporting features of Microsoft Power BI Combine data from multiple sources, create stunning visualizations and publish your reports across multiple platforms A comprehensive guide with real-world use cases and examples demonstrating how you can get the best out of Microsoft Power BI Book DescriptionThis book is intended for business intelligence professionals responsible for the design and development of Power BI content as well as managers, architects and administrators who oversee Power BI projects and deployments. The chapters flow from the planning of a Power BI project through the development and distribution of content to the administration of Power BI for an organization. BI developers will learn how to create sustainable and impactful Power BI datasets, reports, and dashboards. This includes connecting to data sources, shaping and enhancing source data, and developing an analytical data model. Additionally, top report and dashboard design practices are described using features such as Bookmarks and the Power KPI visual. BI managers will learn how Power BI’s tools work together such as with the On-premises data gateway and how content can be staged and securely distributed via Apps. Additionally, both the Power BI Report Server and Power BI Premium are reviewed. By the end of this book, you will be confident in creating effective charts, tables, reports or dashboards for any kind of data using the tools and techniques in Microsoft Power BI.What you will learn Build efficient data retrieval and transformation processes with the Power Query M Language Design scalable, user-friendly DirectQuery and Import Data Models Develop visually rich, immersive, and interactive reports and dashboards Maintain version control and stage deployments across development, test, and production environments Manage and monitor the Power BI Service and the On-premises data gateway Develop a fully on-premise solution with the Power BI Report Server Scale up a Power BI solution via Power BI Premium capacity and migration to Azure Analysis Services or SQL Server Analysis Services Who this book is for Business Intelligence professionals and existing Power BI users looking to master Power BI for all their data visualization and dashboarding needs will find this book to be useful. While understanding of the basic BI concepts is required, some exposure to Microsoft Power BI will be helpful.

Introducing Microsoft Power BI

Author : Alberto Ferrari,Marco Russo
Publisher : Microsoft Press
Page : 189 pages
File Size : 54,6 Mb
Release : 2016-07-07
Category : Computers
ISBN : 9781509302758

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Introducing Microsoft Power BI by Alberto Ferrari,Marco Russo Pdf

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/.

Power BI

Author : Jonathan Grey
Publisher : Unknown
Page : 206 pages
File Size : 42,7 Mb
Release : 2020-08-30
Category : Electronic
ISBN : 9798680816806

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Power BI by Jonathan Grey Pdf

A PICTURE IS WORTH A THOUSAND NUMBERS. VISUALIZE YOUR DATA TO EXTRACT VALUABLE BUSINESS INSIGHTS! Do you want to learn how to visualize your business data, and read them from a fresh perspective? Or understand POWER BI concepts by utilizing the real-world scenarios? Do you want a tool for data visualization accessible and sharable with your team? Power BI is a fantastic Microsoft set of tools to get new insight into your client's business performances, visualize data, and share them with co-workers. This book comprehensively analyzes all the powerful features and tools Power BI has to offer. It includes step-by-step instructions and directions to start a Power BI project, sharing it with other users, and more advanced techniques for transformation and modeling of data. With this book, you will understand how Power BI reports, datasets, and dashboards can be utilized to interact and give useful insights. You will familiarize yourself with all the administration topics and management techniques that are available in Power BI. When you are through with this book, you will already be able to use its powerful features and carry out Power BI projects for your company autonomously. Here are some of the topics that are covered in detail in this book: Intro to Power BI How to Share Dashboard with other users How to load data into Power BI from different data sources Data Transformation Data Modeling How to connect data sources using DirectQuery and Import options Utilizing custom and built-in visuals in designing useful reports Administering a cloud tenant for an organization How to deploy your Desktop files into the Report Server How to build seamless data transformation and retrieval processes This book gives you everything you need for your day-to-day work: easily understandable explanations based on practical, real-life scenarios. It will help you in handling raw data, cleaning, analyzing, and visualizing it. You will be able to combine functions with Power Pivot and Power query to achieve the business intelligence that will be profitable for your organization. Here are some FAQs people usually ask about this book: Is this book for me? This book is for any professional whose job description contains reporting and performing data analysis daily. Even if you are well-versed with Power BI, this book's resources are guaranteed to give you some new and actionable information. Is this book beginner-friendly? This book contains easy language and takes you step-by-step through the process of learning Microsoft Power BI. This book eases you into the world of Power BI. So, yes. This book is very beginner-friendly. Is learning Power BI difficult? As with every software, there is some learning curve with Power BI too. But, this book is structured so that you can quickly master this software and apply the information in the real-world systematically. So, what are you waiting for? Scroll up and click "Buy Now With 1-Click" to get started!

Beginning Microsoft Power BI

Author : Dan Clark
Publisher : Apress
Page : 417 pages
File Size : 41,6 Mb
Release : 2020-02-21
Category : Computers
ISBN : 9781484256206

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Beginning Microsoft Power BI by Dan Clark Pdf

Analyze company data quickly and easily using Microsoft’s powerful data tools. Learn to build scalable and robust data models, clean and combine different data sources effectively, and create compelling and professional visuals. Beginning Power BI is a hands-on, activity-based guide that takes you through the process of analyzing your data using the tools that that encompass the core of Microsoft’s self-service BI offering. Starting with Power Query, you will learn how to get data from a variety of sources, and see just how easy it is to clean and shape the data prior to importing it into a data model. Using Power BI tabular and the Data Analysis Expressions (DAX), you will learn to create robust scalable data models which will serve as the foundation of your data analysis. From there you will enter the world of compelling interactive visualizations to analyze and gain insight into your data. You will wrap up your Power BI journey by learning how to package and share your reports and dashboards 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 third edition covers the new and evolving features in the Power BI platform and new chapters on data flows and composite models. This book is your hands-on guide to quick, reliable, and valuable data insight. What You Will Learn Simplify data discovery, association, and cleansingBuild 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

Data Analysis in Power BI

Author : Scott Robinson
Publisher : Apress
Page : 0 pages
File Size : 49,6 Mb
Release : 2023-08-26
Category : Computers
ISBN : 1484293703

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Data Analysis in Power BI by Scott Robinson Pdf

Welcome to the first book to explore the powerful tools within Power BI that can enhance and improve your data exploration. You know Power BI’s reputation as a reporting, dashboarding, and data visualization tool but it might not occur to you that it has great value as a tool for data exploration. This book examines Power BI’s data analysis features and shows you, through real-world examples, how Power BI can be a go-to analysis tool for business users in all domains. You will discover that Microsoft’s Power BI offers all the number-crunching power of Excel plus versatile and impactful visualization tools that will greatly enhance your discovery process and make it easier to communicate results. You will see that its data analysis expression (DAX) language is far richer and more powerful than Excel’s limited (and outdated) MDX; and its data ingestion utility is vastly superior. You will learn how to unearth unexpected trends and hidden correlations that might be elusive in the numbers but will emerge in high relief using visualization, speeding up analysis and making your data analysis far more complete. You will build analysis pages which, after you have completed a particular analysis, can be preserved along with your datasets for later use, and even passed along to others in an organization as “what-if” tools. Hands-on exercises are provided that use downloadable data sources and “starter” configurations of Power BI files for building sample analyses. Downloadable Excel samples of those same exercises are provided for easy comparison. What You Will Learn Understand the exploratory methodology Build data sets and take a dive into DAX Add visualization to your analysis process Incorporate R and Python Use Power BI to extend your work Who This Book Is For Any business user who currently performs exploratory data analysis using tools other than Power BI, users who are not currently doing exploratory analysis but understand their data and how it is used and wish to begin studying it, managers and executives who wish to expand their organization’s use of analytics and encourage new skills in their business workforce. Experience with Microsoft Excel is helpful but not essential.

Microsoft Power BI For Dummies

Author : Jack A. Hyman
Publisher : John Wiley & Sons
Page : 423 pages
File Size : 45,9 Mb
Release : 2022-02-08
Category : Computers
ISBN : 9781119824879

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Microsoft Power BI For Dummies by Jack A. Hyman Pdf

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.

Advanced Analytics in Power BI with R and Python

Author : Ryan Wade
Publisher : Apress
Page : 330 pages
File Size : 44,7 Mb
Release : 2020-09-05
Category : Computers
ISBN : 1484258282

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Advanced Analytics in Power BI with R and Python by Ryan Wade Pdf

This easy-to-follow guide provides R and Python recipes to help you learn and apply the top languages in the field of data analytics to your work in Microsoft Power BI. Data analytics expert and author Ryan Wade shows you how to use R and Python to perform tasks that are extremely hard to do, if not impossible, using native Power BI tools without Power BI Premium capacity. For example, you will learn to score Power BI data using custom data science models, including powerful models from Microsoft Cognitive Services. The R and Python languages are powerful complements to Power BI. They enable advanced data transformation techniques that are difficult to perform in Power BI in its default configuration, but become easier through the application of data wrangling features that languages such as R and Python support. If you are a BI developer, business analyst, data analyst, or a data scientist who wants to push Power BI and transform it from being just a business intelligence tool into an advanced data analytics tool, then this is the book to help you to do that. What You Will Learn Create advanced data visualizations through R using the ggplot2 package Ingest data using R and Python to overcome the limitations of Power Query Apply machine learning models to your data using R and Python Incorporate advanced AI in Power BI via Microsoft Cognitive Services, IBM Watson, and pre-trained models in SQL Server Machine Learning Services Perform string manipulations not otherwise possible in Power BI using R and Python Who This Book Is For Power users, data analysts, and data scientists who want to go beyond Power BI’s built-in functionality to create advanced visualizations, transform data in ways not otherwise supported, and automate data ingestion from sources such as SQL Server and Excel in a more succinct way