Download or read book Managing and Visualizing Your BIM Data written by Ernesto Pellegrino and published by Packt Publishing. This book was released on 2021-11-25 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to make optimum use of your BIM data using Dynamo to make better design decisions and create feature-rich dashboards using Power BI to track your model's data Key Features: A go-to guide for AEC professionals to analyze and manage their data Explore popular use cases and best practices from experts around the world Create efficient dashboards using Dynamo and Power BI Book Description: Business intelligence software has rapidly spread its roots in the AEC industry during the last few years. This has happened due to the presence of rich digital data in BIM models whose datasets can be gathered, organized, and visualized through software such as Autodesk Dynamo BIM and Power BI. Managing and Visualizing Your BIM Data helps you understand and implement computer science fundamentals to better absorb the process of creating Dynamo scripts and visualizing the collected data on powerful dashboards. This book provides a hands-on approach and associated methodologies that will have you productive and up and running in no time. After understanding the theoretical aspects of computer science and related topics, you will focus on Autodesk Dynamo to develop scripts to manage data. Later, the book demonstrates four case studies from AEC experts across the world. In this section, you'll learn how to get started with Autodesk Dynamo to gather data from a Revit model and create a simple C# plugin for Revit to stream data on Power BI directly. As you progress, you'll explore how to create dynamic Power BI dashboards using Revit floor plans and make a Power BI dashboard to track model issues. By the end of this book, you'll have learned how to develop a script to gather a model's data and visualize datasets in Power BI easily. What You Will Learn: Understand why businesses across the world are moving toward data-driven models Build a data bridge between BIM models and web-based dashboards Get to grips with Autodesk Dynamo with the help of multiple step-by-step exercises Focus on data gathering workflows with Dynamo Connect Power BI to different datasets Get hands-on experience in data management, analysis, and visualization techniques with guidance from experts across the world Who this book is for: This book is for BIM managers, BIM coordinators, design technology managers, and all AEC professionals who want to learn Autodesk Dynamo to analyze, manage, and visualize their BIM data as well as understand some associated computer science topics. You need to have a background in BIM and knowledge of what a BIM model is to make the most of this book.

Download or read book Managing and Visualizing Your BIM Data written by Ernesto Pellegrino and published by Packt Publishing Ltd. This book was released on 2021-11-25 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to make optimum use of your BIM data using Dynamo to make better design decisions and create feature-rich dashboards using Power BI to track your model's data Key Features A go-to guide for AEC professionals to analyze and manage their data Explore popular use cases and best practices from experts around the world Create efficient dashboards using Dynamo and Power BI Book Description Business intelligence software has rapidly spread its roots in the AEC industry during the last few years. This has happened due to the presence of rich digital data in BIM models whose datasets can be gathered, organized, and visualized through software such as Autodesk Dynamo BIM and Power BI. Managing and Visualizing Your BIM Data helps you understand and implement computer science fundamentals to better absorb the process of creating Dynamo scripts and visualizing the collected data on powerful dashboards. This book provides a hands-on approach and associated methodologies that will have you productive and up and running in no time. After understanding the theoretical aspects of computer science and related topics, you will focus on Autodesk Dynamo to develop scripts to manage data. Later, the book demonstrates four case studies from AEC experts across the world. In this section, you'll learn how to get started with Autodesk Dynamo to gather data from a Revit model and create a simple C# plugin for Revit to stream data on Power BI directly. As you progress, you'll explore how to create dynamic Power BI dashboards using Revit floor plans and make a Power BI dashboard to track model issues. By the end of this book, you'll have learned how to develop a script to gather a model's data and visualize datasets in Power BI easily. What you will learn Understand why businesses across the world are moving toward data-driven models Build a data bridge between BIM models and web-based dashboards Get to grips with Autodesk Dynamo with the help of multiple step-by-step exercises Focus on data gathering workflows with Dynamo Connect Power BI to different datasets Get hands-on experience in data management, analysis, and visualization techniques with guidance from experts across the world Who this book is for This book is for BIM managers, BIM coordinators, design technology managers, and all AEC professionals who want to learn Autodesk Dynamo to analyze, manage, and visualize their BIM data as well as understand some associated computer science topics. You need to have a background in BIM and knowledge of what a BIM model is to make the most of this book.

Download or read book Increasing Autodesk Revit Productivity for BIM Projects written by Fabio Roberti and published by Packt Publishing Ltd. This book was released on 2021-06-21 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implement Revit best practices with Dynamo and Power BI to visualize and analyze BIM information Key FeaturesBoost productivity in Revit and apply multiple workflows to work efficiently on BIM projectsOptimize your daily work in Revit to perform more tasks in less timeTake a hands-on approach to improving your efficiency with useful explanations, which will step-change your productivityBook Description Increasing Autodesk Revit Productivity for BIM Projects takes a hands-on approach to implementing Revit effectively for everyone curious about this new and exciting methodology. Complete with step-by-step explanations of essential concepts and practical examples, this Revit book begins by explaining the principles of productivity in Revit and data management for BIM projects. You'll get to grips with the primary BIM documentation to start a BIM project, including the contract, Exchange Information Requirements (EIR), and BIM Execution Plan (BEP/BXP). Later, you'll create a Revit template, start a Revit project, and explore the core functionalities of Revit to increase productivity. Once you've built the foundation, you'll learn about Revit plugins and use Dynamo for visual programming and Power BI for analyzing BIM information. By the end of this book, you'll have a solid understanding of Revit as construction and design software, how to increase productivity in Revit, and how to apply multiple workflows in your project to manage BIM. What you will learnExplore the primary BIM documentation to start a BIM projectSet up a Revit project and apply the correct coordinate system to ensure long-term productivityImprove the efficiency of Revit core functionalities that apply to daily activitiesUse visual programming with Dynamo to boost productivity and manage data in BIM projectsImport data from Revit to Power BI and create project dashboards to analyze dataDiscover the different Revit plugins for improved productivity, visualization, and analysisImplement best practices for modeling in RevitWho this book is for This book is for architects, designers, engineers, modelers, BIM coordinators, and BIM managers interested in learning Autodesk Revit best practices. Increasing Autodesk Revit Productivity for BIM Projects will help you to explore the methodology that combines information management and research for quality inputs when working in Revit.

Download or read book BIM for Project Managers written by Peter Barnes and published by ICE Publishing. This book was released on 2020-11-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: BIM for Project Managers is a concise practical guide which shows how cutting-edge BIM related technologies can facilitate the successful management of construction and infrastructure projects.

Download or read book The BIM Manager s Handbook Part 1 written by Dominik Holzer and published by John Wiley & Sons. This book was released on 2015-04-21 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: ePart 1 Best Practice BIM: Seeking to get BIM right? This ePart provides a touchstone for good practice by introducing a number of Key Performance Indicators (KPIs), which represent benchmarks for successful BIM implementation. It explains what good BIM looks like and the pitfalls to avoid with ‘bad BIM’ and ‘pseudo BIM’. It highlights the part that the BIM Manager can play in achieving excellence by outlining the various responsibilities the BIM Manager’s role encompasses, while also emphasising how these responsibilities have changed over time and how they are set to evolve. By drawing on interviews with the top BIM Managers worldwide, it delivers up-to-date expert insights from the field. Obook ISBN: 9781118987780; ePub ISBN: 9781118987858; ePDF ISBN: 9781118985618; published April 2015

Download or read book Practical Autodesk AutoCAD 2023 and AutoCAD LT 2023 written by Jaiprakash Pandey and published by Packt Publishing Ltd. This book was released on 2022-10-28 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn 2D drawing and 3D modeling from scratch using AutoCAD and AutoCAD LT 2023 and become a CAD professional Key FeaturesLearn techniques for making, modifying, and managing AutoCAD 2D and 3D drawingsUnderstand how to use reusable and named objects like blocks, xRef, and layersScale, annotate, and print drawings from model space and layoutBook Description AutoCAD is one of the most versatile software applications for architectural and engineering designs and the most popular computer-aided design (CAD) platform for 2D drafting and 3D modeling. This hands-on 2nd edition guide will take you through everything you need to know to make the most out of this powerful tool, from a simple tour of the user interface to using advanced tools. Starting with basic drawing shapes and functions, you'll get to grips with the fundamentals of CAD designs. You'll then learn about effective drawing management using layers, dynamic blocks, and groups, and discover how to add annotations and plots like a professional. As you progress, the book will show you how to convert your 2D drawings into 3D models and shapes. You'll also discover advanced features, such as isometric drawings, drawing utilities for managing and recovering complex files, quantity surveying, and multidisciplinary drawing files using xRefs. Finally, you'll focus on rendering and visualizing your designs in AutoCAD. By the end of this book, you'll have developed a solid understanding of CAD principles and be able to work with AutoCAD software confidently to build impressive 2D and 3D creations. What you will learnUnderstand CAD fundamentals like functions, navigation, and componentsCreate complex 3D objects using primitive shapes and editing toolsWork with reusable objects like blocks and collaborate using xRefExplore advanced features like external references and dynamic blocksDiscover surface and mesh modeling tools such as Fillet, Trim, and ExtendUse the paper space layout to create plots for 2D and 3D modelsConvert your 2D drawings into 3D modelsWho this book is for This 3D modeling book is for design engineers, mechanical engineers, architects, and anyone working in construction, manufacturing, or similar fields. Whether you're an absolute beginner, student, or professional looking to upgrade your engineering design skills, you'll find this AutoCAD book useful. No prior knowledge of CAD or AutoCAD is necessary.

Download or read book Learn SOLIDWORKS written by Tayseer Almattar and published by Packt Publishing Ltd. This book was released on 2022-01-31 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to grips with leading 3D engineering and product design application to design robust 3D models and achieve CSWA and CSWP certification with SOLIDWORKS Specialist, Tayseer Almattar Key Features Gain comprehensive insights into the core aspects of 3D modeling's mechanical parts Learn how to generate assembly designs with both standard and advanced mates Discover design practices for both 2D as well as 3D modeling and prepare to achieve CSWP and CSWA certification Book DescriptionSOLIDWORKS is the leading choice for 3D engineering and product design applications across industries such as aviation, automobile, and consumer product design. This book helps you to get up and running with SOLIDWORKS and understand each new concept and tool with the help of easy-to-follow exercises. You'll begin with the basics, exploring the software interface and finding out how to work with drawing files. The book then guides you through topics such as sketching, building complex 3D models, generating dynamic and static assemblies, and generating 2D engineering drawings to prepare you to take on any design project. You'll also work with practical exercises to get hands-on experience with creating sketches, 3D part models, assemblies, and drawings. To reinforce your understanding of SOLIDWORKS, the book is supplemented by downloadable files that will help you to understand the concepts and exercises more easily. Finally, you'll also work on projects for 3D modeling objects inspired by everyday life. By the end of this SOLIDWORKS book, you'll have gained the skills you need to create professional 3D mechanical models using SOLIDWORKS and be able to prepare effectively for the Certified SOLIDWORKS Associate (CSWA) and Certified SOLIDWORKS Professional (CSWP) exams.What you will learn Understand the fundamentals of SOLIDWORKS and parametric modeling Create professional 2D sketches as bases for 3D models using simple and advanced modeling techniques Use SOLIDWORKS drawing tools to generate standard engineering drawings Evaluate mass properties and materials for designing parts and assemblies Join different parts together to form static and dynamic assemblies Discover expert tips and tricks to generate different part and assembly configurations for your mechanical designs Who this book is for This book is for aspiring engineers, designers, makers, draftsmen, and hobbyists looking to get started with SOLIDWORKS and explore the software. Individuals who are interested in becoming Certified SOLIDWORKS Associates (CSWAs) or Certified SOLIDWORKS Professionals (CSWPs) will also find this book useful. No specific background is needed to follow the concepts in the book as it starts from the basics of SOLIDWORKS. However, basic theoretical knowledge of 3D modeling will be helpful to get the most out of this book.

Download or read book Data Centric Structural Health Monitoring written by Mohammad Noori and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-09-04 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book BIM Handbook written by Rafael Sacks and published by John Wiley & Sons. This book was released on 2018-07-03 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover BIM: A better way to build better buildings Building Information Modeling (BIM) offers a novel approach to design, construction, and facility management in which a digital representation of the building product and process is used to facilitate the exchange and interoperability of information in digital format. BIM is beginning to change the way buildings look, the way they function, and the ways in which they are designed and built. The BIM Handbook, Third Edition provides an in-depth understanding of BIM technologies, the business and organizational issues associated with its implementation, and the profound advantages that effective use of BIM can provide to all members of a project team. Updates to this edition include: Information on the ways in which professionals should use BIM to gain maximum value New topics such as collaborative working, national and major construction clients, BIM standards and guides A discussion on how various professional roles have expanded through the widespread use and the new avenues of BIM practices and services A wealth of new case studies that clearly illustrate exactly how BIM is applied in a wide variety of conditions Painting a colorful and thorough picture of the state of the art in building information modeling, the BIM Handbook, Third Edition guides readers to successful implementations, helping them to avoid needless frustration and costs and take full advantage of this paradigm-shifting approach to construct better buildings that consume fewer materials and require less time, labor, and capital resources.

Download or read book Mastering SOLIDWORKS Sheet Metal written by Johno Ellison and published by Packt Publishing Ltd. This book was released on 2022-02-28 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the power of the SOLIDWORKS 3D CAD Sheet Metal module by learning essential tools such as Lofted Bends and Hems, and discover real-world manufacturing tips Key Features Understand what Sheet Metal is and how you can use it with SOLIDWORKS software Explore all of the Sheet Metal tools step by step, from simple edge flanges to complex forming tools Learn the real-world manufacturing factors that can affect your designs Book Description SOLIDWORKS© is the premier software choice for 3D engineering and product design applications across a wide range of industries, and the Sheet Metal module forms an important part of this powerful program. This book will help you to understand exactly what Sheet Metal is, why it is used, and how you can make the most of this fundamental design feature. You'll start by understanding the basic tools, including Base Flanges and Sketched Bends, before moving on to more complex features such as Custom Forming Tools and Lofted Bends. The book covers all the necessary tools in a step-by-step manner and shares practical manufacturing tips and tricks that will allow you to apply the skills that you learn to real-world situations. By the end of this SOLIDWORKS book, you'll have understood how to make the best use of SOLIDWORKS Sheet Metal tools and be able to create a whole range of 3D models and designs confidently. What you will learn Discover what Sheet Metal can be used for and how you can benefit from this skillset Create Sheet Metal parts, both from scratch and by converting existing 3D parts Select different Sheet Metal tools to be used in different situations Produce advanced shapes using Lofted Bends Relate the Sheet Metal techniques in the book to real-world manufacturing and design, including material selection and manufacturing limitations Practice Sheet Metal techniques using real-world examples Who this book is for This book is for existing SOLIDWORKS software users looking to expand their skillset and specialize in Sheet Metal design, including engineers who want to upskill or modeling enthusiasts looking to improve their skills and knowledge. The book will be especially useful for junior engineers and designers who are already familiar with general Solid modeling and want to learn extra computer-aided design (CAD) skills to advance their careers and open up exciting new design opportunities. Basic knowledge of SOLIDWORKS and experience using a Windows PC are all you need to get started.

Download or read book The BIM Manager s Handbook written by Dominik Holzer and published by John Wiley & Sons. This book was released on 2016-03-29 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The BIM Manager's Handbook: Guidance for Professionals in Architecture, Engineering, and Construction Building Information Modelling (BIM) is a design and construction software that manages not just graphics, but also information—information that enables the automatic generation of drawings and reports, design analysis, schedule simulation, facilities management, and cost analysis—ultimately enabling any building team to make better-informed decisions. This allows a range of professionals—architects, engineers, construction managers, surveyors, cost estimators, project managers, and facility managers—to share this information throughout a building's lifecycle. BIM is now recognized worldwide for the efficiencies it delivers in terms of working collaboratively, communication, processes, cost savings, and a property's lifecycle management. With the widespread adoption of BIM, BIM Managers have become a much-needed new breed of professionals in architectural, engineering, and construction practice. Their role is often misunderstood and ill-defined, and such are the day-to-day deliverables that they are likely to face. The BIM Manager's Handbook provides an in-depth account of the breadth of activities that any BIM Manager or staff member, who is actively engaged in the delivery of project, is required to undertake. Providing prereleases of the final work, The BIM Manager's Handbook ePart series isolates significant topics around BIM management. In the sixth and final ePart, BIM is taken to the next level by outlining what is required to truly excel as a BIM Manager. It highlights how BIM Managers acquire the necessary communication skills to maximize an efficient information flow between the BIM Manager and others. It illustrates how BIM Managers tie their activities to cutting-edge BIM research and development globally. Lastly, this ePart lays out how to promote BIM excellence both within an organization and beyond.

Download or read book State of the Art Virtual Reality and Augmented Reality Knowhow written by Nawaz Mohamudally and published by BoD – Books on Demand. This book was released on 2018-05-23 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-of-the-Art Virtual Reality and Augmented Reality Knowhow is a compilation of recent advancements in digital technologies embracing a wide arena of disciplines. Amazingly, this book presents less business cases of these emerging technologies, but rather showcases the scientific use of VR/AR in healthcare, building industry and education. VR and AR are known to be resource intensive, namely, in terms of hardware and wearables - this is covered in a chapter on head-mounted display (HMD). The research work presented in this book is of excellent standard presented in a very pragmatic way; readers will appreciate the depth and breadth of the methodologies and discussions about the findings. We hope it serves as a springboard for future research and development in VR/AR and stands as a lighthouse for the scientific community.

Download or read book Heritage Building Information Modelling written by Yusuf Arayici and published by Taylor & Francis. This book was released on 2017-02-10 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building Information Modelling (BIM) is being debated, tested and implemented wherever you look across the built environment sector. This book is about Heritage Building Information Modelling (HBIM), which necessarily differs from the commonplace applications of BIM to new construction. Where BIM is being used, the focus is still very much on design and construction. However, its use as an operational and management tool for existing buildings, particularly heritage buildings, is lagging behind. The first of its kind, this book aims to clearly define the scope for HBIM and present cutting-edge research findings alongside international case studies, before outlining challenges for the future of HBIM research and practice. After an extensive introduction to HBIM, the core themes of the book are arranged into four parts: Restoration philosophies in practice Data capture and visualisation for maintenance and repair Building performance Stakeholder engagement This book will be a key reference for built environment practitioners, researchers, academics and students engaged in BIM, HBIM, building energy modelling, building surveying, facilities management and heritage conservation more widely.

Download or read book Microsoft Power BI Quick Start Guide written by Devin Knight and published by Packt Publishing Ltd. This book was released on 2018-07-30 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bring your data to life with Power BI Key Features Get to grips with the fundamentals of Microsoft Power BI and its Business Intelligence capabilities Build accurate analytical models, reports and dashboards Get faster and more intuitive insights from your data using Microsoft Power BI Book DescriptionMicrosoft Power BI is a cloud-based service that helps you easily visualize and share insights using your organization's data.This book will get you started with business intelligence using the Power BI toolset, covering essential concepts such as installation,designing effective data models, as well as building basic dashboards and visualizations to make your data come to life You will learn how to get your data the way you want – connecting to data sources sources and how to clean your data with the Power BI Query Editor. You will next learn how to properly design your data model to make your data easier to work with.. You will next learn how to properly design your data model to navigate table relationships and build DAX formulas to make your data easier to work with. Visualizing your data is another key element of this book, and you will learn how to follow proper data visualization styles and enhanced digital storytelling techniques. By the end of this book, you will understand how to administer your organization's Power BI environment so deployment can be made seamless, data refreshes can run properly, and security can be fully implementedWhat you will learn Connect to data sources using both import and DirectQuery options Use the Query Editor to apply data transformations and data cleansing processes, including learning how to write M and R scripts Design optimized data models by designing relationships and DAX calculations Leverage built-in and custom visuals to design effective reports Use the Power BI Desktop and Power BI Service to implement Row Level Security on your model Administer a Power BI cloud tenant for your organization Deploy your Power BI Desktop files into the Power BI Report Server Who this book is for This book is for aspiring Business Intelligence professionals who want to get up and running with Microsoft Power BI. If you have a basic understanding of BI concepts and want to learn how to apply them using Microsoft Power BI, this book is for you.

Download or read book BIM Handbook written by Rafael Sacks and published by John Wiley & Sons. This book was released on 2011-03-25 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The BIM Handbook is an extensively researched and meticulously written book, showing evidence of years of work rather than something that has been quickly put together in the course of a few months. It brings together most of the current information about BIM, its history, as well as its potential future in one convenient place, and can serve as a handy reference book on BIM for anyone who is involved in the design, construction, and operation of buildings and needs to know about the technologies that support it. The need for such a book is indisputable, and it is terrific that Chuck Eastman and his team were able to step up to the plate and make it happen. Thanks to their efforts, anyone in the AEC industry looking for a deeper understanding of BIM now knows exactly where to look for it." AECbytes book review, August 28, 2008 (www.aecbytes.com/review/2008/BIMHandbook.html) DISCOVER BIM: A BETTER WAY TO BUILD BETTER BUILDINGS Building Information Modeling (BIM) offers a novel approach to design, construction, and facility management in which a digital representation of the building process is used to facilitate the exchange and interoperability of information in digital format. BIM is beginning to change the way buildings look, the way they function, and the ways in which they are designed and built. The BIM Handbook, Second Edition provides an in-depth understanding of BIM technologies, the business and organizational issues associated with its implementation, and the profound advantages that effective use of BIM can provide to all members of a project team. Updates to this edition include: Completely updated material covering the current practice and technology in this fast-moving field Expanded coverage of lean construction and its use of BIM, with special focus on Integrated Project Delivery throughout the book New insight on the ways BIM facilitates sustainable building New information on interoperability schemas and collaboration tools Six new case studies Painting a colorful and thorough picture of the state of the art in building information modeling, the BIM Handbook, Second Edition guides readers to successful implementations, helping them to avoid needless frustration and costs and take full advantage of this paradigm-shifting approach to construct better buildings that consume fewer materials and require less time, labor, and capital resources.

Download or read book The Revit Formula written by Edgar E.b. and published by . This book was released on 2019-02-10 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Extending Power BI with Python and R written by Luca Zavarella and published by Packt Publishing Ltd. This book was released on 2021-11-26 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perform more advanced analysis and manipulation of your data beyond what Power BI can do to unlock valuable insights using Python and R Key FeaturesGet the most out of Python and R with Power BI by implementing non-trivial codeLeverage the toolset of Python and R chunks to inject scripts into your Power BI dashboardsImplement new techniques for ingesting, enriching, and visualizing data with Python and R in Power BIBook Description Python and R allow you to extend Power BI capabilities to simplify ingestion and transformation activities, enhance dashboards, and highlight insights. With this book, you'll be able to make your artifacts far more interesting and rich in insights using analytical languages. You'll start by learning how to configure your Power BI environment to use your Python and R scripts. The book then explores data ingestion and data transformation extensions, and advances to focus on data augmentation and data visualization. You'll understand how to import data from external sources and transform them using complex algorithms. The book helps you implement personal data de-identification methods such as pseudonymization, anonymization, and masking in Power BI. You'll be able to call external APIs to enrich your data much more quickly using Python programming and R programming. Later, you'll learn advanced Python and R techniques to perform in-depth analysis and extract valuable information using statistics and machine learning. You'll also understand the main statistical features of datasets by plotting multiple visual graphs in the process of creating a machine learning model. By the end of this book, you'll be able to enrich your Power BI data models and visualizations using complex algorithms in Python and R. What you will learnDiscover best practices for using Python and R in Power BI productsUse Python and R to perform complex data manipulations in Power BIApply data anonymization and data pseudonymization in Power BILog data and load large datasets in Power BI using Python and REnrich your Power BI dashboards using external APIs and machine learning modelsExtract insights from your data using linear optimization and other algorithmsHandle outliers and missing values for multivariate and time-series dataCreate any visualization, as complex as you want, using R scriptsWho this book is for This book is for business analysts, business intelligence professionals, and data scientists who already use Microsoft Power BI and want to add more value to their analysis using Python and R. Working knowledge of Power BI is required to make the most of this book. Basic knowledge of Python and R will also be helpful.