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Artificial Intelligence With Power Bi

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Artificial Intelligence With Power Bi

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Author : Mary-Jo Diepeveen
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-04-29

Artificial Intelligence With Power Bi written by Mary-Jo Diepeveen and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-29 with Computers categories.

Learn how to create your own AI model and consume it in your Power BI reports to gain better insights from your data Key FeaturesLearn how to gain better insights from your data by applying different AI techniques within Power BISave time by creating machine learning models independently and integrating them within your BI reportsUnderstand how to combine Cognitive Services and Azure Machine Learning together with Power BIBook Description The artificial intelligence (AI) capabilities in Power BI enable organizations to quickly and easily gain more intelligent insights from unstructured and structured data. This book will teach you how to make use of the many AI features available today in Power BI to quickly and easily enrich your data and gain better insights into patterns that can be found in your data. You'll begin by understanding the benefits of AI and how it can be used in Power BI. Next, you'll focus on exploring and preparing your data for building AI projects and then progress to using prominent AI features already available in Power BI, such as forecasting, anomaly detection, and Q&A. Later chapters will show you how to apply text analytics and computer vision within Power BI reports. This will help you create your own Q&A functionality in Power BI, which allows you to ask FAQs from another knowledge base and then integrate it with PowerApps. Toward the concluding chapters, you'll be able to create and deploy AutoML models trained in Azure ML and consume them in Power Query Editor. After your models have been trained, you'll work through principles such as privacy, fairness, and transparency to use AI responsibly. By the end of this book, you'll have learned when and how to enrich your data with AI using the out-of-the-box AI capabilities in Power BI. What you will learnApply techniques to mitigate bias and handle outliers in your dataPrepare time series data for forecasting in Power BIPrepare and shape your data for anomaly detectionUse text analytics in Power Query EditorIntegrate QnA Maker with PowerApps and create an appTrain your own models and identify the best one with AutoMLIntegrate an Azure ML workspace with Power BI and use endpoints to generate predictionsWho this book is for This artificial intelligence BI book is for data analysts and BI developers who want to explore advanced analytics or artificial intelligence possibilities with their data. Prior knowledge of Power BI will help you get the most out of this book.

Artificial Intelligence With Microsoft Power Bi

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Author : Jen Stirrup
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-03-28

Artificial Intelligence With Microsoft Power Bi written by Jen Stirrup and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-28 with Computers categories.

Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented software engineers and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jen Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization. Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity. Use Power BI to build a good data model for AI Demystify the AI terminology that you need to know Identify AI project roles, responsibilities, and teams for AI Use AI models, including supervised machine learning techniques Develop and train models in Azure ML for consumption in Power BI Improve your business AI maturity level with Power BI Use the AI feedback loop to help you get started with the next project

Artificial Intelligence With Microsoft Power Bi

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Author : Jen Stirrup
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-03-28

Mastering Microsoft Fabric Unified Data Engineering Governance And Artificial Intelligence In The Cloud

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Author :
language : en
Publisher: Deep Science Publishing
Release Date : 2025-07-12

Mastering Microsoft Fabric Unified Data Engineering Governance And Artificial Intelligence In The Cloud written by and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-12 with Computers categories.

The development of cloud platforms has changed how organizations manage data, implement governance, and incorporate artificial intelligence into business processes. Microsoft Fabric combines data engineering, governance, real-time analytics, and AI into a single, scalable ecosystem. This book, Mastering Microsoft Fabric: Unified Data Engineering, Governance, and AI in the Cloud, is designed for professionals, researchers, and architects interested in Microsoft Fabric. It covers real-world use cases, architectural patterns, and practical implementations, this guide explores how to build modern, governed, and intelligent data systems that meet the demands of today’s dynamic digital environments. Drawing on extensive experience in databases, cybersecurity, and AI, I have written this book to address the divide between theoretical concept and practical implementation. This work focuses on role- and rule-based access control, multi-tenant data governance, AI integration, and secure data pipelines, all critical pillars in modern enterprise architecture. This book functions as both a technical guide and a strategic reference, outlining how Microsoft Fabric is influencing cloud-native data engineering and decision-making. It aims to inform readers about compliance focused architectures and servers as a resource for professionals working within cloud-first and AI-driven environments.

Artificial Intelligence Is Here To Stay You Better Learn It Now

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Author : Patience Fuzane
language : en
Publisher: Mr. Patience Fuzane
Release Date :

Artificial Intelligence Is Here To Stay You Better Learn It Now written by Patience Fuzane and has been published by Mr. Patience Fuzane this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Artificial Intelligence (AI) is no longer just a futuristic concept; it is here, and it is transforming the way we live, work, and interact. If you are not actively harnessing the power of AI, you risk being left behind in an increasingly competitive and fast-paced world. Just like the calculator revolutionized the way we perform basic arithmetic, AI is now stepping in to revolutionize a wide array of fields—academic, business, and social. When the calculator was first introduced, many feared it would take away jobs and diminish mental faculties. But over time, we have come to view it as an indispensable tool, one that saves us time and allows us to focus on more complex tasks. In much the same way, AI is poised to become an essential part of our daily lives, yet its potential goes far beyond what a calculator ever offered. From automating mundane tasks to solving complex problems, AI has the power to revolutionize virtually every aspect of our existence. As we move forward, it is crucial to embrace these technological advancements and learn how to effectively incorporate them into our routines. This book is a comprehensive guide to understanding and utilizing some of the most widely used AI tools available today. Across the following chapters, I will take you on a deep dive into AI solutions across various categories, including generative AI, productivity tools, coding assistants, design tools, data analysis, and more. Whether you're a student, a business owner, or simply someone curious about how AI can improve your life, this book is designed to help you navigate and leverage these powerful technologies to meet your academic, professional, and social needs.

Artificial Intelligence Applications In A Pandemic

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Author : Salah-ddine Krit
language : en
Publisher: CRC Press
Release Date : 2022-02-28

Artificial Intelligence Applications In A Pandemic written by Salah-ddine Krit and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-28 with Computers categories.

COVID-19, a novel coronavirus pandemic has disrupted our society in many ways. Digital healthcare innovations are required more than ever before as we have come across myriad challenges during this pandemic. Scientists and developers are learning and fi nding ways to use artifi cial intelligence applications and natural language processing to comprehend and tackle this disease. AI technologies are playing an important role in the response to the COVID-19 pandemic. Experts are using all possible tools to study the virus, diagnose individuals, and analyze the public health impacts. This book is a collection of some of the leading efforts related to AI and COVID-19 focused on fi nding how AI can be helpful in monitoring situations from early warnings, swift emergency responses, and critical decision-making. It discusses the use of machine learning and how it may help to reduce the impacts of this pandemic in conjunction with all other research and strategies going on. The book serves as a technical resource of data analytics and AI applications in tracking infectious diseases. It will serve academics, students, data scientists, medical practitioners, and those involved in managing a global pandemic. Features: • Directs the attention to the smart digital healthcare system in this COVID-19 pandemic • Simulates novel investigations and how they will be beneficial in understanding the pandemic • Analyses the various issues related to computing, AI apps, big data analytic techniques, and predictive scientifi skill gaps • Explains some interesting and diverse types of challenges and data-driven healthcare applications

Microsoft Power Bi Cookbook

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Author : Greg Deckler
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-07-31

Microsoft Power Bi Cookbook written by Greg Deckler and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with Computers categories.

Now in color, this edition helps you unlock the full potential of Power BI with new recipes and comprehensive techniques on advanced data tools and AI Key Features Dive into Microsoft Data Fabric for deeper insights and robust data strategies Implement Hybrid tables, create comprehensive scorecards, and establish shared cloud connections effortlessly Uncover new and updated data visualization tools that turn complex data into clear, actionable charts and reports Purchase of the print or Kindle book includes a free eBook in PDF format Book DescriptionSince its first edition the Power BI Cookbook has been a best-selling resource for BI developers and data analysts to produce impactful, quality BI solutions. This new and updated edition retains the rigorous details and concepts readers of prior editions have enjoyed while also demonstrating powerful new capabilities and updated guidance aligned to the current state of the platform. In this book, with step-by-step instructions, you will learn to navigate the complexities of data integration and visualization in Power BI. From creating robust data models to implementing sophisticated reporting techniques, this Power BI book empowers you to make informed decisions based on actionable insights. It also introduces you to new capabilities such as Hybrid tables and scorecards, enhancing your ability to communicate and analyze business performance. It also expands and improvises on the core of the previous edition like parameterizing Power BI solutions, authoring reports, data intelligence, and integrating advanced analytics. This edition not only updates you on the latest features but also prepares you for future innovations with a preview of upcoming AI enhancements in Power BI. Whether you're refining your skills or aspiring to become an expert, this book is an invaluable resource for leveraging Power BI to its fullest potentialWhat you will learn Analyze and integrate business data using Microsoft Data Fabric Create impactful visualizations and manage Hybrid tables Develop shared cloud connections and advanced scorecards Enhance report accuracy and dynamics using real-time data processing Implement efficient data governance and security measures within Power BI Who this book is for This book is designed for data analysts, business intelligence professionals, and anyone involved in data processing or analytics who seeks to enhance their skills with Power BI’s latest features and prepare for future advancements in the field

Architecting Power Bi Solutions In Microsoft Fabric

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Author : Nagaraj Venkatesan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-04-25

Architecting Power Bi Solutions In Microsoft Fabric written by Nagaraj Venkatesan and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.

Master Power BI and Microsoft Fabric to design scalable, secure, and efficient business intelligence solutions Key Features Make well-informed decisions while selecting the right Power BI component for a scenario Learn how to design secure and performant solutions using Power BI Familiarize yourself with the latest Power BI capabilities like AI features, Microsoft Fabric enhancements, and Git integration Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionBusiness Intelligence (BI) tools like Power BI are used by a wide range of professionals, creating diverse and complex scenarios, and finding the right solution can be daunting, especially when multiple approaches exist for a single use case. The author distills his 17 years of experience on various data platform technologies in this book to walk you through various Power BI usage scenarios. The book is structured around Power BI usage scenarios, such as developing solutions for corporate BI reporting, self-service BI reporting, and Power BI for data scientists and independent software vendors (ISVs). Each part highlights common data issues encountered in the usage scenario, the correct approach to solve the problems, and supporting technical guidance. The chapters also introduce you to some of the latest enhancements in Power BI, such as Microsoft Fabric integration with Power BI, AI features like Copilot, Power BI Git integration, and Power BI Governance features. By the end of this book, you’ll have learned how to design optimal solutions using Power BI components and pick the right tool for the job, while adhering to security and performance best practices.What you will learn Explore Power BI fundamentals and usage scenarios Get to grips with optimal data models and reports for corporate reporting Leverage AI while building self-service reporting solutions Discover AutoML, as well as Python and R integration features Develop expert solutions for ISVs using Power BI Embedded Understand Microsoft Fabric integration features for Power BI Who this book is for This book is for anyone who uses Power BI at work. Solution architects, data engineers, Power BI administrators, and Power BI report developers will benefit from every section of the book. Business analysts and data scientists can use this book to learn about self-service BI features and data science capabilities, respectively. Although not mandatory, prior exposure to Power BI will help you get the most out of this book.

Self Service Ai With Power Bi Desktop

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Author : Markus Ehrenmueller-Jensen
language : en
Publisher: Apress
Release Date : 2020-10-01

Self Service Ai With Power Bi Desktop written by Markus Ehrenmueller-Jensen and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-01 with Computers categories.

This book explains how you can enrich the data you have loaded into Power BI Desktop by accessing a suite of Artificial Intelligence (AI) features. These AI features are built into Power BI Desktop and help you to gain new insights from existing data. Some of the features are automated and are available to you at the click of a button or through writing Data Analysis Expressions (DAX). Other features are available through writing code in either the R, Python, or M languages. This book opens up the entire suite of AI features to you with clear examples showing when they are best applied and how to invoke them on your own datasets. No matter if you are a business user, analyst, or data scientist – Power BI has AI capabilities tailored to you. This book helps you learn what types of insights Power BI is capable of delivering automatically. You will learn how to integrate and leverage the use of the R and Python languages for statistics, how to integrate with Cognitive Services and Azure Machine Learning Services when loading data, how to explore your data by asking questions in plain English ... and more! There are AI features for discovering your data, characterizing unexplored datasets, and building what-if scenarios. There’s much to like and learn from this book whether you are a newcomer to Power BI or a seasoned user. Power BI Desktop is a freely available tool for visualization and analysis. This book helps you to get the most from that tool by exploiting some of its latest and most advanced features. What You Will Learn Ask questions in natural language and get answers from your data Let Power BI explain why a certain data point differs from the rest Have Power BI show key influencers over categories of data Access artificial intelligence features available in the Azure cloud Walk the same drill down path in different parts of your hierarchy Load visualizations to add smartness to your reports Simulate changes in data and immediately see the consequences Know your data, even before you build your first report Create new columns by giving examples of the data that you need Transform and visualize your data with the help of R and Python scripts Who This Book Is For For the enthusiastic Power BI user who wants to apply state-of-the-art artificial intelligence (AI) features to gain new insights from existing data. For end-users and IT professionals who are not shy of jumping into a new world of machine learning and are ready to make that step and take a deeper look into their data. For those wanting to step up their game from doing simple reporting and visualizations by making the move into diagnostic and predictive analysis.

Ai Simplified Harnessing Microsoft Technologies For Cost Effective Artificial Intelligence Solutions

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Author : Keith Baldwin
language : en
Publisher: eBookIt.com
Release Date : 2024-11-18

Ai Simplified Harnessing Microsoft Technologies For Cost Effective Artificial Intelligence Solutions written by Keith Baldwin and has been published by eBookIt.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-18 with Computers categories.

AI Simplified: Harnessing Microsoft Technologies for Cost-Effective Artificial Intelligence Solutions is your practical guide to unlocking the power of AI within your organization without breaking the bank or hiring new specialized teams. Tailored for business leaders, executives, managers, and technical professionals, this book demystifies AI and provides actionable steps to integrate AI solutions effectively using tools and platforms you already know. What You'll Learn: Grasp essential AI concepts and terminologies without getting lost in complex algorithms. Discover how AI can revolutionize your business operations by automating tasks, optimizing decision-making, and enhancing customer interactions. Form an effective AI Innovation Team, leveraging the skills of your existing developers and infrastructure. Explore practical use cases across various industries, from customer service automation to data-driven insights. Develop AI prototypes, then minimally viable products, quickly and iterate efficiently. Navigate and leverage Microsoft's AI ecosystem, including Power Platform, CoPilot, and Azure, while comparing other options like AWS and Google AI. Why This Book Stands Out: Cost-Effective Strategies: Learn how to develop and deploy AI applications without massive expenses or high risk. Step-by-Step Guidance: Follow an iterative approach to AI development, reducing costs and minimizing the risk of failure. Actionable Resources: Gain access to working AI prototype code, practical examples, and a roadmap that keeps your team aligned and moving forward. Whether you're just beginning your AI journey or looking to expand your knowledge, AI Simplified provides the foundation you need to start transforming your business into an AI-driven enterprise efficiently and affordably. Join us on this journey to smarter, more efficient business operations! For more resources and to connect with the author, visit AInDotNet.com.

Artificial Intelligence With Power Bi

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