Data Visualization Practitioner S Guide
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Data Visualization Practitioner S Guide
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Author : Michel Dekker
language : en
Publisher: Van Haren
Release Date : 2024-05-06
Data Visualization Practitioner S Guide written by Michel Dekker and has been published by Van Haren this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-06 with Architecture categories.
To harness the potential of data, it is crucial for data professionals to present it in a visual format that is both interactive and comprehensible to management and decision makers. The human brain has a strong inclination towards visual information, making data visualization an incredibly powerful tool for the efficient analysis, interpretation, and communication of data. The Data Visualization Practitioner’s Guide, functions as textual add on to a Certified Data Visualization Course. The EDF Data Visualization certification demonstrates qualified professionals that have mastered the required skills to visualize data effectively, ensuring that important results will not escape their notice. The training consists of six modules, each with its own weight towards the certification exam: Weight Topic Introduction - Introduction to the data visualization field and basic quantitative thinking. Human perception 20% About the principal components of visual perception, to optimize our visualizations for human consumption. Visualizing data 30% About applying the knowledge of our visual perception to data visualization and the introduction of the CHRTTS model to select chart types. Data viz design 25% About the detailed choices we need to consider when designing our visuals. We also look at the management dashboard and the important role of color. Storytelling 15% How to make use of our capacity to tell and consume stories to process data insights. Workflow 10% How to implement the effective data visualization practices in our daily work.
Data Visualization Made Easy A Beginner S Guide For Everyone
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Author : M.B. Chatfield
language : en
Publisher: M.B. Chatfield
Release Date :
Data Visualization Made Easy A Beginner S Guide For Everyone written by M.B. Chatfield and has been published by M.B. Chatfield this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Make your data sing with data visualization. In today's data-driven world, it's more important than ever to be able to communicate data effectively. Data visualization is the art of transforming data into visually appealing charts, graphs, and dashboards that convey your message clearly and persuasively. Data Visualization Made Easy is the perfect resource for anyone who wants to learn how to use data visualization to communicate their data. This comprehensive guide covers everything you need to know, from the basics of data visualization to advanced topics such as data storytelling and dashboard design. Whether you're a student, a business professional, or a data enthusiast, Data Visualization Made Easy is the essential resource for learning how to communicate data effectively. Here are some of the key topics covered in the book: Introduction to data visualization Choosing the right data visualization Creating effective data visualizations Data storytelling Dashboard design With Data Visualization Made Easy, you'll be well on your way to becoming a data visualization expert. #datascience #machinelearning #analyticsforeveryone #dataanalysisforbeginners #data #datavisualization #machinelearning #beginnersguide #learndata #GoogleAnalytics #Google #mobileapp #datavisualization #madeeasy #madesimple
Practitioner S Guide To Data Science
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Author : Nasir Ali Mirza
language : en
Publisher: BPB Publications
Release Date : 2022-01-17
Practitioner S Guide To Data Science written by Nasir Ali Mirza and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-17 with Computers categories.
Covers Data Science concepts, processes, and the real-world hands-on use cases. KEY FEATURES ● Covers the journey from a basic programmer to an effective Data Science developer. ● Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. ● Implementation of MLOps using Microsoft Azure DevOps. DESCRIPTION "How is the Data Science project to be implemented?" has never been more conceptually sounding, thanks to the work presented in this book. This book provides an in-depth look at the current state of the world's data and how Data Science plays a pivotal role in everything we do. This book explains and implements the entire Data Science lifecycle using well-known data science processes like CRISP-DM and Microsoft TDSP. The book explains the significance of these processes in connection with the high failure rate of Data Science projects. The book helps build a solid foundation in Data Science concepts and related frameworks. It teaches how to implement real-world use cases using data from the HMDA dataset. It explains Azure ML Service architecture, its capabilities, and implementation to the DS team, who will then be prepared to implement MLOps. The book also explains how to use Azure DevOps to make the process repeatable while we're at it. By the end of this book, you will learn strong Python coding skills, gain a firm grasp of concepts such as feature engineering, create insightful visualizations and become acquainted with techniques for building machine learning models. WHAT YOU WILL LEARN ● Organize Data Science projects using CRISP-DM and Microsoft TDSP. ● Learn to acquire and explore data using Python visualizations. ● Get well versed with the implementation of data pre-processing and Feature Engineering. ● Understand algorithm selection, model development, and model evaluation. ● Hands-on with Azure ML Service, its architecture, and capabilities. ● Learn to use Azure ML SDK and MLOps for implementing real-world use cases. WHO THIS BOOK IS FOR This book is intended for programmers who wish to pursue AI/ML development and build a solid conceptual foundation and familiarity with related processes and frameworks. Additionally, this book is an excellent resource for Software Architects and Managers involved in the design and delivery of Data Science-based solutions. TABLE OF CONTENTS 1. Data Science for Business 2. Data Science Project Methodologies and Team Processes 3. Business Understanding and Its Data Landscape 4. Acquire, Explore, and Analyze Data 5. Pre-processing and Preparing Data 6. Developing a Machine Learning Model 7. Lap Around Azure ML Service 8. Deploying and Managing Models
Data Science In Practice
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Author : Tom Alby
language : en
Publisher: CRC Press
Release Date : 2023-09-22
Data Science In Practice written by Tom Alby and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-22 with Mathematics categories.
Data Science in Practice is the ideal introduction to data science. With or without math skills, here, you get the all-round view that you need for your projects. This book describes how to properly question data, in order to unearth the treasure that data can be. You will get to know the relevant analysis methods, and will be introduced to the programming language R, which is ideally suited for data analysis. Associated tools like notebooks that make data science programming easily accessible are included in this introduction. Because technology alone is not enough, this book also deals with problems in project implementation, illuminates various fields of application, and does not forget to address ethical aspects. Data Science in Practice includes many examples, notes on errors, decision-making aids, and other practical tips. This book is ideal as a complementary text for university students, and is a useful learning tool for those moving into more data-related roles. Key Features: Success factors and tools for all project phases Includes application examples for various subject areas Introduces many aspects of Data Science, from requirements analysis to data acquisition and visualization
The Sage Handbook Of Survey Development And Application
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Author : Lucy R. Ford
language : en
Publisher: SAGE Publications Limited
Release Date : 2023-06-29
The Sage Handbook Of Survey Development And Application written by Lucy R. Ford and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-29 with Reference categories.
This handbook is a one stop resource for all social scientists involved in survey research. With over 120 tables and figures, checklists and tutorial guides, this timely handbook makes this area more applicable and accessible than ever before.
The Art Of Data Visualization
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2024-11-21
The Art Of Data Visualization written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-21 with Computers categories.
Unleash the power of storytelling on your data with "The Art of Data Visualization," a riveting journey into transforming raw information into compelling narratives. This eBook transcends the traditional charts and graphs, exploring the profound impact that well-crafted visual stories have in both professional and personal arenas. Whether you’re a business analyst, educator, designer, or just enthusiastic about data, this book will elevate your visualization skills to new heights. Dive into the essentials with an introduction to the power of data stories and the evolution of data visualization. Unearth the science behind visual perception and master the core principles of effective chart creation. Transform raw numbers into meaningful narratives by understanding your audience and choosing the right visualization tools. With a deep dive into design for clarity and impact, learn to harness the power of color theory and accessibility to craft visuals that are both beautiful and interpretable. Experience the art of simplicity with real-world case studies revealing the magic of "less is more." Develop your skills in storyboarding, planning the journey of your visualization from concept to completion. Explore how the worlds of data journalism and interactivity can engage audiences like never before. Anticipate and overcome common visualization challenges, including avoiding misleading graphs and troubleshooting potential pitfalls. Delve into transformative case studies and explore the future trends in the field, including the role of AI. Discover ethical dimensions to ensure your data visualization practices are both accurate and honest. Apply your newfound skills across different domains such as finance and healthcare, striking a balance between emotional and analytical perspectives. "The Art of Data Visualization" inspires action and encourages data-driven decisions through insightful, emotionally resonant storytelling. Empower yourself to connect with your audience and drive meaningful change with every visualization you create.
Business Analytics
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Author : Jeffrey D. Camm
language : en
Publisher: Cengage AU
Release Date : 2020-03-10
Business Analytics written by Jeffrey D. Camm and has been published by Cengage AU this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-10 with Business & Economics categories.
Present the full range of analytics -- from descriptive and predictive to prescriptive analytics -- with Camm/Cochran/Fry/Ohlmann's market-leading BUSINESS ANALYTICS, 4E. Clear, step-by-step instructions teach students how to use Excel, Tableau, R and JMP Pro to solve more advanced analytics concepts. As instructor, you have the flexibility to choose your preferred software for teaching concepts. Extensive solutions to problems and cases save grading time, while providing students with critical practice. This edition covers topics beyond the traditional quantitative concepts, such as data visualization and data mining, which are increasingly important in today's analytical problem solving. In addition, MindTap and WebAssign customizable digital course solutions offer an interactive eBook, auto-graded exercises from the printed book, algorithmic practice problems with solutions and Exploring Analytics visualizations to strengthen students' understanding of course concepts.
Business Analytics
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Author : Richard Vidgen
language : en
Publisher: Bloomsbury Publishing
Release Date : 2019-09-28
Business Analytics written by Richard Vidgen and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-28 with Business & Economics categories.
This exciting new textbook offers an accessible, business-focused overview of the key theoretical concepts underpinning modern data analytics. It provides engaging and practical advice on using the key software tools, including SAS Visual Analytics, R and DataRobot, that are used in organisations to help make effective data-driven decisions. Combining theory with hands-on practical examples, this essential text includes cutting edge coverage of new areas of interest including social media analytics, design thinking and the ethical implications of using big data. A wealth of learning features including exercises, cases, online resources and data sets help students to develop analytic problem-solving skills. With its management perspective on analytics and its coverage of a range of popular software tools, this is an ideal essential text for upper-level undergraduate, postgraduate and MBA students. It is also ideal for practitioners wanting to understand the broader organisational context of big data analysis and to engage critically with the tools and techniques of business analytics. Accompanying online resources for this title can be found at bloomsburyonlineresources.com/business-analytics. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
Data Visualization Techniques Course
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Author : Brian Smith
language : en
Publisher: THE PUBLISHER
Release Date :
Data Visualization Techniques Course written by Brian Smith and has been published by THE PUBLISHER this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
This book, "Data Visualization Techniques," provides a comprehensive guide to understanding and utilizing various methods of data visualization. The core objective is to teach readers how to effectively represent data through visual elements, enabling them to discover patterns, trends, and insights. The book covers the importance of data visualization, different types of visualizations, and the fundamentals of choosing the right chart and color theory. It also explores popular data visualization tools and software, data analysis techniques, and interactive visualization design. Additionally, the book delves into narrative techniques for data storytelling, geospatial data visualization, time series visualization, dashboards and reporting, and best practices for effective visualization. With real-world case studies and a focus on ethical considerations, this book aims to equip readers with the skills needed to create compelling and insightful visualizations in a range of fields, from business intelligence to social sciences.
Functional Aesthetics For Data Visualization
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Author : Vidya Setlur
language : en
Publisher: John Wiley & Sons
Release Date : 2022-05-18
Functional Aesthetics For Data Visualization written by Vidya Setlur and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-18 with Computers categories.
What happens when a researcher and a practitioner spend hours crammed in a Fiat discussing data visualization? Beyond creating beautiful charts, they found greater richness in the craft as an integrated whole. Drawing from their unconventional backgrounds, these two women take readers through a journey around perception, semantics, and intent as the triad that influences visualization. This visually engaging book blends ideas from theory, academia, and practice to craft beautiful, yet meaningful visualizations and dashboards. How do you take your visualization skills to the next level? The book is perfect for analysts, research and data scientists, journalists, and business professionals. Functional Aesthetics for Data Visualization is also an indispensable resource for just about anyone curious about seeing and understanding data. Think of it as a coffee book for the data geek in you. https://www.functionalaestheticsbook.com