Download or read book Data Management for Researchers written by Kristin Briney and published by Pelagic Publishing Ltd. This book was released on 2015-09-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to everything scientists need to know about data management, this book is essential for researchers who need to learn how to organize, document and take care of their own data. Researchers in all disciplines are faced with the challenge of managing the growing amounts of digital data that are the foundation of their research. Kristin Briney offers practical advice and clearly explains policies and principles, in an accessible and in-depth text that will allow researchers to understand and achieve the goal of better research data management. Data Management for Researchers includes sections on: * The data problem – an introduction to the growing importance and challenges of using digital data in research. Covers both the inherent problems with managing digital information, as well as how the research landscape is changing to give more value to research datasets and code. * The data lifecycle – a framework for data’s place within the research process and how data’s role is changing. Greater emphasis on data sharing and data reuse will not only change the way we conduct research but also how we manage research data. * Planning for data management – covers the many aspects of data management and how to put them together in a data management plan. This section also includes sample data management plans. * Documenting your data – an often overlooked part of the data management process, but one that is critical to good management; data without documentation are frequently unusable. * Organizing your data – explains how to keep your data in order using organizational systems and file naming conventions. This section also covers using a database to organize and analyze content. * Improving data analysis – covers managing information through the analysis process. This section starts by comparing the management of raw and analyzed data and then describes ways to make analysis easier, such as spreadsheet best practices. It also examines practices for research code, including version control systems. * Managing secure and private data – many researchers are dealing with data that require extra security. This section outlines what data falls into this category and some of the policies that apply, before addressing the best practices for keeping data secure. * Short-term storage – deals with the practical matters of storage and backup and covers the many options available. This section also goes through the best practices to insure that data are not lost. * Preserving and archiving your data – digital data can have a long life if properly cared for. This section covers managing data in the long term including choosing good file formats and media, as well as determining who will manage the data after the end of the project. * Sharing/publishing your data – addresses how to make data sharing across research groups easier, as well as how and why to publicly share data. This section covers intellectual property and licenses for datasets, before ending with the altmetrics that measure the impact of publicly shared data. * Reusing data – as more data are shared, it becomes possible to use outside data in your research. This chapter discusses strategies for finding datasets and lays out how to cite data once you have found it. This book is designed for active scientific researchers but it is useful for anyone who wants to get more from their data: academics, educators, professionals or anyone who teaches data management, sharing and preservation. "An excellent practical treatise on the art and practice of data management, this book is essential to any researcher, regardless of subject or discipline." —Robert Buntrock, Chemical Information Bulletin

Download or read book Collaboration written by Paul W. Mattessich and published by Turner Publishing Company. This book was released on 2001-05-15 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: What makes the difference between your collaboration's failure or success? Collaboration: What Makes It Work, Second Edition answers this question with an up-to-date and in-depth review of collaboration research. This new edition also includes The Wilder Collaboration Factors Inventory.

Download or read book Agile Data Warehouse Design written by Lawrence Corr and published by DecisionOne Consulting. This book was released on 2011-11 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agile Data Warehouse Design is a step-by-step guide for capturing data warehousing/business intelligence (DW/BI) requirements and turning them into high performance dimensional models in the most direct way: by modelstorming (data modeling + brainstorming) with BI stakeholders. This book describes BEAM✲, an agile approach to dimensional modeling, for improving communication between data warehouse designers, BI stakeholders and the whole DW/BI development team. BEAM✲ provides tools and techniques that will encourage DW/BI designers and developers to move away from their keyboards and entity relationship based tools and model interactively with their colleagues. The result is everyone thinks dimensionally from the outset! Developers understand how to efficiently implement dimensional modeling solutions. Business stakeholders feel ownership of the data warehouse they have created, and can already imagine how they will use it to answer their business questions. Within this book, you will learn: ✲ Agile dimensional modeling using Business Event Analysis & Modeling (BEAM✲) ✲ Modelstorming: data modeling that is quicker, more inclusive, more productive, and frankly more fun! ✲ Telling dimensional data stories using the 7Ws (who, what, when, where, how many, why and how) ✲ Modeling by example not abstraction; using data story themes, not crow's feet, to describe detail ✲ Storyboarding the data warehouse to discover conformed dimensions and plan iterative development ✲ Visual modeling: sketching timelines, charts and grids to model complex process measurement - simply ✲ Agile design documentation: enhancing star schemas with BEAM✲ dimensional shorthand notation ✲ Solving difficult DW/BI performance and usability problems with proven dimensional design patterns Lawrence Corr is a data warehouse designer and educator. As Principal of DecisionOne Consulting, he helps clients to review and simplify their data warehouse designs, and advises vendors on visual data modeling techniques. He regularly teaches agile dimensional modeling courses worldwide and has taught dimensional DW/BI skills to thousands of students. Jim Stagnitto is a data warehouse and master data management architect specializing in the healthcare, financial services, and information service industries. He is the founder of the data warehousing and data mining consulting firm Llumino.

Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Download or read book Cassandra The Definitive Guide written by Jeff Carpenter and published by O'Reilly Media. This book was released on 2020-04-06 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This third edition—updated for Cassandra 4.0—provides the technical details and practical examples you need to put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra’s nonrelational design, with special attention to data modeling. If you’re a developer, DBA, or application architect looking to solve a database scaling issue or future-proof your application, this guide helps you harness Cassandra’s speed and flexibility. Understand Cassandra’s distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh—the CQL shell Create a working data model and compare it with an equivalent relational model Develop sample applications using client drivers for languages including Java, Python, and Node.js Explore cluster topology and learn how nodes exchange data

Download or read book ACSM s Complete Guide to Fitness Health written by American College of Sports Medicine and published by Human Kinetics. This book was released on 2017-02-09 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is the ultimate resource for maximizing your exercise and nutrition efforts. In this new edition of ACSM's Complete Guide to Fitness & Health, you have an authoritative reference that allows you to apply research-based guidance to your unique health and fitness needs. With a focus across the life span, this resource shows you how to pursue optimal health and fitness now and throughout the years to come. The American College of Sports Medicine, the largest and most respected sport science and medicine organization in the world, has created this book to bridge the gap between science and the practice of making personal lifestyle choices that promote health. This new edition contains age-specific advice within the framework of the latest research, thus helping you to avoid the lure of fads, unfounded myths, and misinformation. You will learn these strategies: • Incorporate the latest guidelines for physical activity and nutrition into your daily routine to improve your fitness and overall health. • Optimize your weight and increase strength, flexibility, aerobic fitness, and functional fitness. • Improve health and manage conditions such as diabetes, cardiovascular disease, cancer, depression, osteoporosis, arthritis, pregnancy, and Alzheimer’s disease through exercise and nutrition. • Monitor, evaluate, and tailor your exercise program for optimal results. Featuring step-by-step instructions and full-color photos for the most effective exercises, sample workouts, practical advice, age-specific physical activity and dietary guidelines, and strategies for incorporating exercise and healthy nutrition choices into even the busiest of lifestyles, ACSM’s Complete Guide to Fitness & Health is a resource that belongs in every fitness enthusiast’s library.

Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on 2021-04-12 with total page 1125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a double-blind review process. Academic pioneering researchers, scientists, industrial engineers and students will find this series useful to gain insight into the current research and next-generation information science and communication technologies. This book discusses the aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of things, from classical to intelligent scope. The authors hope that readers find the volume interesting and valuable; it gathers chapters addressing state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.

Download or read book The Data Warehouse Toolkit written by Ralph Kimball and published by John Wiley & Sons. This book was released on 2011-08-08 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This old edition was published in 2002. The current and final edition of this book is The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, 3rd Edition which was published in 2013 under ISBN: 9781118530801. The authors begin with fundamental design recommendations and gradually progress step-by-step through increasingly complex scenarios. Clear-cut guidelines for designing dimensional models are illustrated using real-world data warehouse case studies drawn from a variety of business application areas and industries, including: Retail sales and e-commerce Inventory management Procurement Order management Customer relationship management (CRM) Human resources management Accounting Financial services Telecommunications and utilities Education Transportation Health care and insurance By the end of the book, you will have mastered the full range of powerful techniques for designing dimensional databases that are easy to understand and provide fast query response. You will also learn how to create an architected framework that integrates the distributed data warehouse using standardized dimensions and facts.

Download or read book ACSM s Complete Guide to Fitness Health 2E written by American College of Sports Medicine and published by Human Kinetics. This book was released on 2017-01-23 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: ACSM’s Complete Guide to Fitness & Health, Second Edition, offers the most current exercise and nutrition guidelines along with assessments, exercises, activities, and programs for varying ages, special conditions, and fitness goals. Authoritative and comprehensive, it makes adding, enhancing, or customizing a fitness and health routine safe and effective.

Download or read book Collaboration and Co Teaching written by Andrea Honigsfeld and published by Corwin Press. This book was released on 2010-08-10 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Help ELLs achieve success with an integrated, collaborative program! Teacher collaboration and co-teaching are proven strategies for helping students with diverse needs achieve academically. Now this practical resource provides a step-by-step guide to making collaboration and co-teaching work for general education teachers and English as a second language (ESL) specialists to better serve the needs of English language learners (ELLs). The authors address the fundamental questions of collaboration and co-teaching, examine how a collaborative program helps ELLs learn content while meeting English language development goals, and offer information on school leaders' roles in facilitating collaboration schoolwide. Featuring six in-depth case studies, this guide helps educators: Understand the benefits and challenges of collaborative service delivery Choose from a range of strategies and configurations, from informal planning and collaboration to a fully developed co-teaching partnership Use templates, planning guides, and other practical tools to put collaboration into practice Evaluate the strategies' success using the guidelines, self-assessments, and questionnaires included Collaboration and Co-Teaching helps ESL, ELL, and general education teachers combine their expertise to provide better support for their ELLs!

Download or read book SSD for R written by Charles Auerbach and published by Oxford University Press. This book was released on 2021-10-22 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Single-subject research designs have been used to build evidence to the effective treatment of problems across various disciplines including social work, psychology, psychiatry, medicine, allied health fields, juvenile justice, and special education. SSD for R serves as a guide for those desiring to conduct single-subject data analysis and introduces readers to the various functions available in SSD for R, a new, free, and innovative software package written in R--the open-source statistical programming language that was written by the book's authors. This second edition of SSD for R is the most comprehensive guide to the numerous graphing and charting functions for conducting robust visual analysis including line graphs and more complex standard deviation lines. This book also contains numerous tests of statistical significance, such as t-tests, chi-squares, and the conservative dual criteria. Auerbach and Zeitlin guide readers through the analytical process based on the characteristics of their data. In addition to presentations and assignments, this new edition contains more examples and illustrations to help readers understand the wide range of functions available in SSD for R and their application to data analysis and interpretation. SSD for R is the only book of its kind to describe single-subject data analysis while providing free statistical software to do so. For more instructional videos, blogs, and a growing community of researchers interested in single-subject designs, visit the authors' website: http://ssdanalysis.com.

Download or read book The Ultimate School Counselor s Guide to Assessment and Data Collection written by Sandra Logan-McKibben, PhD, NCC, NCSC, ACS, BC-TMH and published by Springer Publishing Company. This book was released on 2021-10-27 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Showcases assessments that specifically support the unique work of school counselors! Written specifically for school counselors and those in training, this is the first book to highlight the use of assessment and data collection to effectively advocate for student success. It bridges the gap in relevant knowledge and skills by not only delineating the requirements for formulating a data-driven approach, but also presenting actual assessments that can immediately be implemented. Underscoring the professional and ethical responsibilities of practicing school counselors to be data-driven, the book delivers the guidance and instruments needed to access multiple levels of data. This includes individual student data, school-level data, school counseling program-level data, or data regarding the school counselors' practices or beliefs. This practical, user-friendly book is organized step-by-step, starting with foundational knowledge and progressing towards application. It introduces readers to both formal and informal assessments and provides examples of how to integrate assessments within comprehensive school counseling programs (CSCP). It addresses a variety of approaches to assessments and data collection across the domains of academic, career, and social-emotional development, and examines needs assessment and program evaluation to drive the development and implementation of a CSCP. Additionally, the resource explains each type of data, reinforced with examples across domains and school levels. Also included are technology tools that can aid in the assessment and data collection process as well as accountability reporting. Key Features: Provides specific, concrete steps for using assessment and data collection to advocate for student success and develop effective CSCPs Includes examples of data collection tools, assessments, charts, tables, and illustrations Delivers hands-on application tasks throughout Delineates valid and reliable instruments to bolster effectiveness Includes downloadable appendix with formal assessments and templates to complete tasks described throughout the text

Download or read book Snowflake The Definitive Guide written by Joyce Kay Avila and published by "O'Reilly Media, Inc.". This book was released on 2022-08-11 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Snowflake's ability to eliminate data silos and run workloads from a single platform creates opportunities to democratize data analytics, allowing users at all levels within an organization to make data-driven decisions. Whether you're an IT professional working in data warehousing or data science, a business analyst or technical manager, or an aspiring data professional wanting to get more hands-on experience with the Snowflake platform, this book is for you. You'll learn how Snowflake users can build modern integrated data applications and develop new revenue streams based on data. Using hands-on SQL examples, you'll also discover how the Snowflake Data Cloud helps you accelerate data science by avoiding replatforming or migrating data unnecessarily. You'll be able to: Efficiently capture, store, and process large amounts of data at an amazing speed Ingest and transform real-time data feeds in both structured and semistructured formats and deliver meaningful data insights within minutes Use Snowflake Time Travel and zero-copy cloning to produce a sensible data recovery strategy that balances system resilience with ongoing storage costs Securely share data and reduce or eliminate data integration costs by accessing ready-to-query datasets available in the Snowflake Marketplace

Download or read book Collaborative Convergence and Virtual Teamwork for Organizational Transformation written by Zhao, Jingyuan and published by IGI Global. This book was released on 2020-10-30 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Virtual teams are work arrangements where team members are geographically dispersed and work interdependently using electronic communication media to accomplish one or more organizational tasks. Over the past several decades, there has been an explosive growth in organizational use of virtual teams to organize work. In the competitive market, virtual teams represent a growing response to the need for faster time to market, low cost, and rapid solutions to complex organizational problems. Organizations are increasingly investing in virtual teams to enhance their performance and competitiveness. However, there are unsolved issues of design and implementation of collaboration technologies for virtual teams and their collaborative convergence. Collaborative Convergence and Virtual Teamwork for Organizational Transformation is an innovative collection of research that analyzes and discusses successful organizational transformation that requires a holistic understanding of the issues linked to team and workplaces, communication and integration, technological barriers, and sociocultural factors. The chapters highlight topics such as collaboration technologies in virtual teamwork, collaboration technologies’ impact on organizational transformation, as well as web-based tools, collaborative learning tools, group decision support systems, workflow automation systems, and more. This book is ideally intended for business professionals, managers and practitioners, stakeholders, researchers, academicians, and students looking for the latest research in virtual teamwork and its impact on organizational transformation.

Download or read book Cochrane Handbook for Systematic Reviews of Interventions written by Julian P. T. Higgins and published by Wiley. This book was released on 2008-11-24 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare providers, consumers, researchers and policy makers are inundated with unmanageable amounts of information, including evidence from healthcare research. It has become impossible for all to have the time and resources to find, appraise and interpret this evidence and incorporate it into healthcare decisions. Cochrane Reviews respond to this challenge by identifying, appraising and synthesizing research-based evidence and presenting it in a standardized format, published in The Cochrane Library (www.thecochranelibrary.com). The Cochrane Handbook for Systematic Reviews of Interventions contains methodological guidance for the preparation and maintenance of Cochrane intervention reviews. Written in a clear and accessible format, it is the essential manual for all those preparing, maintaining and reading Cochrane reviews. Many of the principles and methods described here are appropriate for systematic reviews applied to other types of research and to systematic reviews of interventions undertaken by others. It is hoped therefore that this book will be invaluable to all those who want to understand the role of systematic reviews, critically appraise published reviews or perform reviews themselves.

Download or read book Large Scale and Big Data written by Sherif Sakr and published by CRC Press. This book was released on 2014-06-25 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the fundamental challenges associated with Big Data processing t

Download or read book Teaching in Nursing and Role of the Educator Third Edition written by Marilyn H. Oermann, PhD, RN, ANEF, FAAN and published by Springer Publishing Company. This book was released on 2021-02-04 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: All the information you need in one textbook! This all-inclusive text for Nurse Educators delivers comprehensive, evidence-based guidance on the essential components of teaching, including learning theories, teaching methods, new technologies for teaching, curriculum development, evaluation and testing, and accreditation. The text delivers the full scope of knowledge necessary for novice and experienced faculty to become competent teachers in nursing. This third edition features new content on the transition from clinician to educator. There is also a new chapter on nursing professional development and teaching in clinical settings and updated teaching strategies for active learning, clinical judgment, and online teaching. The text is designed to help educators prepare for the certification exams. The text also addresses varied learning styles and how to accommodate them, new developments in simulation, standardized patients, OSCEs, clinical teaching, interprofessional education, and evidence-based teaching. New to the Third Edition: Chapter on the transition from clinician to educator, plus expanded content throughout on becoming a nurse educator Addresses inclusivity and developing an inclusive learning environment for people with different learning styles Strategies to promote active learning, clinical judgment, and higher level learning, and teaching online Updated content on simulations, the use of standardized patients, OSCEs, clinical teaching, and clinical evaluation Chapter on accreditation of nursing programs and developing a systematic program evaluation plan Chapter on nursing professional development and teaching in a clinical setting Key Features: Written by experts who seamlessly integrate evidence-based research and practical strategies Serves as a thorough study guide for nurse educator certification exams Covers practical teaching strategies, simulation, online education, technology, interprofessional education, clinical teaching and evaluation, and test construction Includes case examples and other examples to support content and “how-to” tips Includes a high quality online course ready for an instructor’s use: sample syllabus, PowerPoints, and a complete 20-module online course