Essentials Of Data Analysis
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Essentials Of Data Analysis
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Author : Agasti Khatri
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Essentials Of Data Analysis written by Agasti Khatri and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
"Essentials of Data Analysis" is an indispensable guide that navigates readers through the world of data-driven decision-making. This book presents essential concepts, techniques, and tools in an accessible and user-friendly manner. It serves as a trusted companion for both beginners and professionals in their data analysis journey. We start by laying a solid foundation in data analysis principles, providing a comprehensive understanding of key concepts and methodologies. The book delves into practical techniques for data manipulation, visualization, and exploration, equipping readers with the skills to extract actionable insights from raw data. Real-world examples, case studies, and hands-on exercises bring abstract concepts to life. We emphasize the ethical and responsible use of data, guiding readers through ethical considerations, privacy concerns, and regulatory requirements. This fosters a culture of ethical awareness and accountability. Additionally, we explore emerging trends and technologies shaping the future of data analysis, such as artificial intelligence, machine learning, augmented analytics, and edge computing. By adopting innovative techniques, readers can drive meaningful change within their organizations. "Essentials of Data Analysis" is a valuable resource for enhancing analytical skills, advancing careers, and understanding the role of data in decision-making.
Data Analytics Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2024-02-29
Data Analytics Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Business & Economics categories.
Upon reading this book, you will get: A fundamental comprehension of data analytics, including its types An understanding of data analytics processes, software tools, and a range of analytics methodologies A comprehension of what daily tasks and procedures the data analysts follow An investigation into the vast field of big data analytics, covering its possibilities and challenges An understanding of the existing legal frameworks, as well as ethical and privacy issues in data analytics Application-based learning using a variety of real-world case studies From raw data to actionable insights - journey through the essentials of data analytics. Data Analytics Essentials You Always Wanted To Know is an approachable and captivating guide to understand the complicated world of data Data analytics is becoming increasingly important in today's data-driven society, and so has the demand for data analysts. Data Analytics Essentials You Always Wanted to Know (Data Analytics Essentials) is a comprehensive yet succinct manual, perfect for you if you are trying to understand the fundamentals of data analytics. It gives a concise introduction to data analytics and its current applicability. This book is a great tool for professionals switching to a career in data analytics and for students who want to learn the basics of data analytics. It will give you a strong foundation by explaining everything in an easy-to-understand language. Data Analytics Essentials goes beyond a theoretical manual and contains real-world case studies and fun facts to help you enhance your knowledge. The chapter summaries and self- assessment tests along with every chapter will help you test yourself as you move from one concept to the next.
Statistics And Data Analysis Essentials
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Author : Jayant Ramaswamy
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Statistics And Data Analysis Essentials written by Jayant Ramaswamy and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Statistics and Data Analysis Essentials" is a comprehensive guide that helps readers master statistical concepts and their practical applications. Crafted by experts, this textbook combines clear explanations, real-world examples, and engaging exercises to enhance learning. We cover a broad spectrum of topics, including descriptive statistics, inferential statistics, regression analysis, and hypothesis testing, making each section accessible to learners of all levels. Real-life case studies from diverse fields such as economics, psychology, biology, and engineering demonstrate the relevance of statistical methods. Each chapter offers exercises from basic calculations to complex data analysis tasks, helping readers practice and solidify their skills. A detailed glossary provides clear definitions of key statistical terms, and additional resources, including datasets and software tutorials, are available to further support the learning experience. "Statistics and Data Analysis Essentials" is ideal for undergraduate and graduate students, as well as professionals and researchers looking to enhance their statistical expertise for practical applications.
Essentials Of Nursing Research And Data Analysis
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Author : Mr. Rohit Manglik
language : en
Publisher: EduGorilla Publication
Release Date : 2024-07-24
Essentials Of Nursing Research And Data Analysis written by Mr. Rohit Manglik and has been published by EduGorilla Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-24 with Medical categories.
This book guides nursing students through the process of research design, data collection, statistical analysis, and interpretation, enhancing evidence-based practice.
Essential Statistical Analysis In Focus
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Author : Gregory J. Privitera
language : en
Publisher: SAGE Publications
Release Date : 2018-05-16
Essential Statistical Analysis In Focus written by Gregory J. Privitera and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-16 with Psychology categories.
Essentials of Statistical Analysis "In Focus" supports users of Gregory J. Privitera’s Essential Statistics for the Behavioral Sciences, Second Edition who work with a statistical program other than SPSS® or Excel®. Three standalone parts, each dedicated to R, SAS®, and Stata®, serve as step-by-step guides for completing the “In Focus” exercises in Privitera’s core text. A conversational writing style along with “To The Student” introductions allow students to familiarize themselves and become more comfortable with each program prior to making computations. Additionally, General Instruction Guidebook (GIG) sections for R, SAS®, and Stata® provide standardized how-to instructions for using each program, making the book a valuable reference for students beyond their studies.
Sas Essentials
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Author : Alan C. Elliott
language : en
Publisher: John Wiley & Sons
Release Date : 2023-01-05
Sas Essentials written by Alan C. Elliott 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 2023-01-05 with Education categories.
SAS ESSENTIALS Valuable step-by-step introduction to using SAS® statistical software as a foundational approach to data analysis and interpretation Presenting a straightforward introduction from the ground up, SAS® Essentials illustrates SAS using hands-on learning techniques and numerous real-world examples; keeping different experience levels in mind, the highly qualified author team has developed the book over 25 years of teaching introductory SAS courses. This book introduces data manipulation, statistical techniques, and the SAS programming language, including SAS macros, reporting results in tables, and factor analysis, as well as sections on character functions, variable manipulation, and merging, appending, and updating files. It features self-contained chapters to enhance the learning process and includes programming approaches for the latest version of the SAS platform. The Third Edition has been updated with expanded examples, a new chapter introducing PROC SQL as well as new end-of-chapter exercises. The Third Edition also includes a companion website with data sets, additional code, notes on SAS programming, functions, ODS, PROC SQL, and SAS Arrays, along with solutions for instructors. Specific sample topics covered in SAS® Essentials include: Getting data into SAS, reading, writing, and importing data, preparing data for analysis, preparing to use SAS procedures, and controlling output using ODS Techniques for creating, editing, and debugging SAS programs, cleaning up messy data sets, and manipulating data using character, time, and numeric functions Other essential computational skills that are utilized by business, government, and organizations alike, and DATA step for data management Using PROC to analyze data, including evaluating quantitative data, analyzing counts and tables, comparing means using T-Tests, correlation and regression, and analysis of variance, nonparametric analysis, logistic regression, factor analysis, and creating custom graphs and reports. SAS® Essentials is a fundamental study resource for professionals preparing for the SAS Base Certification Exam, as well as an ideal textbook for courses in statistics, data analytics, applied SAS programming, and statistical computer applications.
Statistical Analysis With R Essentials For Dummies
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Author : Joseph Schmuller
language : en
Publisher: John Wiley & Sons
Release Date : 2024-03-25
Statistical Analysis With R Essentials For Dummies written by Joseph Schmuller 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 2024-03-25 with Computers categories.
The easy way to get started coding and analyzing data in the R programming language Statistical Analysis with R Essentials For Dummies is your reference to all the core concepts about R—the widely used, open-source programming language and data analysis tool. This no-nonsense book gets right to the point, eliminating review material, wordy explanations, and fluff. Understand all you need to know about the foundations of R, swiftly and clearly. Perfect for a brush-up on the basics or as an everyday desk reference on the job, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding for data analysis in R Review what you've already learned or pick up essential new skills Perform statistical analysis for school, business, and beyond with R programming Keep this concise reference book handy for jogging your memory as you work This book is to the point, focusing on the key topics readers need to know about this popular programming language. Great for supplementing classroom learning, reviewing for a certification, or staying knowledgeable on the job.
Essentials Of Research Methods For Educators
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Author : Anastasia Kitsantas
language : en
Publisher: SAGE Publications
Release Date : 2023-10-13
Essentials Of Research Methods For Educators written by Anastasia Kitsantas and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-13 with Education categories.
Essentials of Research Methods for Educators provides future teachers, specialists, administrators and educational leaders with a textbook and a resource that goes beyond the classroom to use in your career. With a focus on the wide variety of data available to educators and the importance of data literacy for all those involved in education, this book presents research methods in a relatable educational context with a variety of concrete examples. The authors use their expertise in educational psychology to optimize learning. The structure of the book breaks down research into discrete steps with the "Let′s See It," "Let′s Do It," and "You Do It" steps for each chapter so students feel motivated to complete their research projects. By covering qualitative, quantitative, and mixed methods research, with additional chapters on action research and program evaluation, students get a complete picture of the current research methods landscape. This highly scaffolded book supports future educational leaders in incorporating research and methods into their work and life.
Educational Data Science Essentials Approaches And Tendencies
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Author : Alejandro Peña-Ayala
language : en
Publisher: Springer Nature
Release Date : 2023-04-29
Educational Data Science Essentials Approaches And Tendencies written by Alejandro Peña-Ayala and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-29 with Computers categories.
This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings. Moreover, the book shows several inference criteria to leverage and produce descriptive, explanatory, and predictive closures to study and understand education phenomena at in classroom and online environments. This is why diverse researchers and scholars contribute with valuable chapters to ground with well-–sounded theoretical and methodological constructs in the novel field of Educational Data Science (EDS), which examines academic big data repositories, as well as to introduces systematic reviews, reveals valuable insights, and promotes its application to extend its practice. EDS as a transdisciplinary field relies on statistics, probability, machine learning, data mining, and analytics, in addition to biological, psychological, and neurological knowledge aboutlearning science. With this in mind, the book is devoted to those that are in charge of educational management, educators, pedagogues, academics, computer technologists, researchers, and postgraduate students, who pursue to acquire a conceptual, formal, and practical landscape of how to deploy EDS to build proactive, real- time, and reactive applications that personalize education, enhance teaching, and improve learning! Chapter “Sync Ratio and Cluster Heat Map for Visualizing Student Engagement” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Essentials Of Public Health Research Methods
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Author : Richard A. Crosby
language : en
Publisher: Jones & Bartlett Learning
Release Date : 2020-03-16
Essentials Of Public Health Research Methods written by Richard A. Crosby and has been published by Jones & Bartlett Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-16 with Medical categories.
Part of the Essential Public Health Series, Essentials of Public Health Research Methods is specifically written for undergraduate students studying public health who want to fully understand the range of research methods as applied to public health. Using the circular model of public health research as an overarching framework, Essentials of Public Health Research Methods provides a clear, time-tested methodology that leads students step-by-step through the research process -- from framing the questions, identifying the study design and choosing methodology to collecting and analyzing data, and disseminating research findings. By following this process, students learn about various facets of public health, while also learning how to select and apply various research methodologies.