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Data Capture A Complete Guide 2021 Edition
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Book Synopsis Best Practices in Data Cleaning by : Jason W. Osborne
Download or read book Best Practices in Data Cleaning written by Jason W. Osborne and published by SAGE. This book was released on 2013 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many researchers jump straight from data collection to data analysis without realizing how analyses and hypothesis tests can go profoundly wrong without clean data. This book provides a clear, step-by-step process of examining and cleaning data in order to decrease error rates and increase both the power and replicability of results. Jason W. Osborne, author of Best Practices in Quantitative Methods (SAGE, 2008) provides easily-implemented suggestions that are research-based and will motivate change in practice by empirically demonstrating, for each topic, the benefits of following best practices and the potential consequences of not following these guidelines. If your goal is to do the best research you can do, draw conclusions that are most likely to be accurate representations of the population(s) you wish to speak about, and report results that are most likely to be replicated by other researchers, then this basic guidebook will be indispensible.
Book Synopsis Complete Guide to Human Resources and the Law, 2021 Edition by : Dana Shilling
Download or read book Complete Guide to Human Resources and the Law, 2021 Edition written by Dana Shilling and published by Wolters Kluwer. This book was released on 2020-08-05 with total page 1890 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Complete Guide to Human Resources and the Law will help you navigate complex and potentially costly Human Resources issues. You'll know what to do (and what not to do) to avoid costly mistakes or oversights, confront HR problems - legally and effectively - and understand the rules. The Complete Guide to Human Resources and the Law offers fast, dependable, plain English legal guidance for HR-related situations from ADA accommodation, diversity training, and privacy issues to hiring and termination, employee benefit plans, compensation, and recordkeeping. It brings you the most up-to-date information as well as practical tips and checklists in a well-organized, easy-to-use resource.
Book Synopsis Better Data Visualizations by : Jonathan Schwabish
Download or read book Better Data Visualizations written by Jonathan Schwabish and published by Columbia University Press. This book was released on 2021-02-09 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now more than ever, content must be visual if it is to travel far. Readers everywhere are overwhelmed with a flow of data, news, and text. Visuals can cut through the noise and make it easier for readers to recognize and recall information. Yet many researchers were never taught how to present their work visually. This book details essential strategies to create more effective data visualizations. Jonathan Schwabish walks readers through the steps of creating better graphs and how to move beyond simple line, bar, and pie charts. Through more than five hundred examples, he demonstrates the do’s and don’ts of data visualization, the principles of visual perception, and how to make subjective style decisions around a chart’s design. Schwabish surveys more than eighty visualization types, from histograms to horizon charts, ridgeline plots to choropleth maps, and explains how each has its place in the visual toolkit. It might seem intimidating, but everyone can learn how to create compelling, effective data visualizations. This book will guide you as you define your audience and goals, choose the graph that best fits for your data, and clearly communicate your message.
Book Synopsis The Ultimate School Counselor's Guide to Assessment and Data Collection by : Sandra Logan-McKibben, PhD, NCC, NCSC, ACS, BC-TMH
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
Book Synopsis CockroachDB: The Definitive Guide by : Guy Harrison
Download or read book CockroachDB: The Definitive Guide written by Guy Harrison and published by "O'Reilly Media, Inc.". This book was released on 2022-04-08 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get the lowdown on CockroachDB, the elastic SQL database built to handle the demands of today's data-driven world. With this practical guide, software developers, architects, and DevOps teams will discover the advantages of building on a distributed SQL database. You'll learn how to create applications that scale elastically and provide seamless delivery for end users while remaining exceptionally resilient and indestructible. Written from scratch for the cloud and architected to scale elastically to handle the demands of cloud native and open source, CockroachDB makes it easier to build and scale modern applications. If you're familiar with distributed systems, you'll quickly discover the benefits of strong data correctness and consistency guarantees as well as optimizations for delivering ultralow latencies to globally distributed end users. With this thorough guide, you'll learn how to: Plan and build applications for distributed infrastructure, including data modeling and schema design Migrate data into CockroachDB Read and write data and run ACID transactions across distributed infrastructure Optimize queries for performance across geographically distributed replicas Plan a CockroachDB deployment for resiliency across single-region and multiregion clusters Secure, monitor, and optimize your CockroachDB deployment
Book Synopsis Database Management using AI: A Comprehensive Guide by : A Purushotham Reddy
Download or read book Database Management using AI: A Comprehensive Guide written by A Purushotham Reddy and published by A Purushotham Reddy. This book was released on 2024-10-20 with total page 2066 pages. Available in PDF, EPUB and Kindle. Book excerpt: Database Management Using AI: A Comprehensive Guide is a professional yet accessible exploration of how artificial intelligence (AI) is reshaping the world of database management. Designed for database administrators, data scientists, and tech enthusiasts, this book walks readers through the transformative impact of AI on modern data systems. The guide begins with the fundamentals of database management, covering key concepts such as data models, SQL, and the principles of database design. From there, it delves into the powerful role AI plays in optimizing database performance, enhancing security, and automating complex tasks like data retrieval, query optimization, and schema design. The book doesn't stop at theory. It brings AI to life with practical case studies showing how AI-driven database systems are being used in industries such as e-commerce, healthcare, finance, and logistics. These real-world examples demonstrate AI's role in improving efficiency, reducing errors, and driving intelligent decision-making. Key topics covered include: Introduction to Database Systems: Fundamentals of database management, from relational databases to modern NoSQL systems. AI Integration: How AI enhances database performance, automates routine tasks, and strengthens security. Real-World Applications: Case studies from diverse sectors like healthcare, finance, and retail, showcasing the practical impact of AI in database management. Predictive Analytics and Data Mining: How AI tools leverage data to make accurate predictions and uncover trends. Future Trends: Explore cutting-edge innovations like autonomous databases and cloud-based AI solutions that are shaping the future of data management. With its clear explanations and actionable insights, Database Management Using AI equips readers with the knowledge to navigate the fast-evolving landscape of AI-powered databases, making it a must-have resource for those looking to stay ahead in the digital age.
Book Synopsis Guidelines Manual by : United States Sentencing Commission
Download or read book Guidelines Manual written by United States Sentencing Commission and published by . This book was released on 1996-11 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Comprehensive Guide to Radiographic Sciences and Technology by : Euclid Seeram
Download or read book A Comprehensive Guide to Radiographic Sciences and Technology written by Euclid Seeram and published by John Wiley & Sons. This book was released on 2021-04-23 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Comprehensive Guide to Radiographic Sciences and Technology is a concise review of radiographic physics and imaging, perfect for students preparing for certification examinations such as the American Registry for Radiologic Technologists (ARRT). Aligned with the core radiographic science components of the current American Society of Radiologic Technologists (ASRT) curriculum, this up-to-date resource covers topics including radiation production and characteristics, imaging equipment, digital image acquisition and display, radiation protection, basic principles of computed tomography, and quality control. The guide begins with an overview of the radiographic sciences and technology, followed by detailed descriptions of the major components of digital radiographic imaging systems. Subsequent sections discuss the essential aspects of diagnostic radiography and computed tomography, including basic physics, imaging modalities, digital image processing, quality control, imaging informatics, and basic concepts of radiobiology and radiation protection. Throughout the book, concise chapters summarise the critical knowledge required for effective and efficient imaging of the patient while emphasising the important, yet commonly misunderstood, relationship between radiation dose and image quality. Written by an internationally recognised expert in the field, this invaluable reference and guide: Provides easy access to basic physics, techniques, equipment, and safety guidelines for radiographic imaging Reflects the educational requirements of the American Society of Radiologic Technologists (ASRT), the Canadian Association of Medical Radiation Technologists (CAMRT), the College of Radiographers (CoR), and other radiography societies and associations worldwide Offers a range of pedagogical tools such as chapter outlines, key term definitions, bulleted lists, practical examples, and links to current references and additional resources Includes charts, diagrams, photographs, and x-ray images A Comprehensive Guide to Radiographic Sciences and Technology is required reading for students in programs using ionizing radiation, those preparing for the ARRT and other global radiography certification exams, and practising technologists wanting to refresh their knowledge.
Book Synopsis Complete Guide to Human Resources and the Law, 2023 Edition (IL) by : Shilling
Download or read book Complete Guide to Human Resources and the Law, 2023 Edition (IL) written by Shilling and published by Wolters Kluwer Law & Business. This book was released on 1998 with total page 1888 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Practical Guide to Clinical Data Management by : Susanne Prokscha
Download or read book Practical Guide to Clinical Data Management written by Susanne Prokscha and published by CRC Press. This book was released on 2011-10-26 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The management of clinical data, from its collection during a trial to its extraction for analysis, has become a critical element in the steps to prepare a regulatory submission and to obtain approval to market a treatment. Groundbreaking on its initial publication nearly fourteen years ago, and evolving with the field in each iteration since then,
Book Synopsis Mastering Innovation in Business by : Taherdoost, Hamed
Download or read book Mastering Innovation in Business written by Taherdoost, Hamed and published by IGI Global. This book was released on 2024-10-03 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the current fast-paced business environment, organizations face the challenge of managing internal innovation efforts while leveraging external expertise and resources. Traditional innovation management approaches may struggle to keep up with the rapid changes in technology and market dynamics. Organizations must master innovation while ensuring sustainability and adopting more inclusive and collaborative innovation practices. To address these challenges, the book Mastering Innovation in Business provides a comprehensive solution by delving deep into the principles and practices of open innovation. By examining the evolution of management and the dynamics of open innovation, this book equips readers with the knowledge and strategies needed to manage innovation effectively in a rapidly changing business landscape. It explores intellectual property management, metrics for measuring innovation, and cultural influences on innovation. It offers practical insights and actionable strategies for fostering a culture of innovation within organizations. Additionally, the book delves into the role of digital transformation in driving innovation. It guides how organizations can leverage digital technologies to enhance their innovation efforts.
Book Synopsis Delta Lake: The Definitive Guide by : Denny Lee
Download or read book Delta Lake: The Definitive Guide written by Denny Lee and published by "O'Reilly Media, Inc.". This book was released on 2024-10-30 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale. This book helps you: Understand key data reliability challenges and how Delta Lake solves them Explain the critical role of Delta transaction logs as a single source of truth Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino Architect data lakehouses with the medallion architecture Optimize Delta Lake performance with features like deletion vectors and liquid clustering
Book Synopsis LOWER DIVISION CLERK COMPLETE GUIDE 2021 by : Pradip Podder
Download or read book LOWER DIVISION CLERK COMPLETE GUIDE 2021 written by Pradip Podder and published by Pradip Podder. This book was released on 2021-04-20 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: 500 Questions Previous year important questions (2019–2020) are included in this book New syllabus wise question answer LOWER DIVISION CLERK syllabus LOWER DIVISION CLERK question pattern LOWER DIVISION CLERK 2021 last-minute suggestion The complete practice book set LOWER DIVISION CLERK syllabus wise all subject are included in this book This book is designed by the important question-answer sets It will divide by 5 important sets LOWER DIVISION CLERK all subject are included in the sets reasoning, General Awareness, Quantitative aptitude, English, General Hindi and Computer Operator all these subjects are included in this sets you will get the all-important question answer in this book It will help you to prepare for this LOWER DIVISION CLERK examination A complete guide for the preparation of the LOWER DIVISION CLERK examination After reading carefully this box you will be prepared for the LOWER DIVISION CLERK examination
Download or read book Street Data written by Shane Safir and published by Corwin. This book was released on 2021-02-12 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.
Book Synopsis Dimensions of Intelligent Analytics for Smart Digital Health Solutions by : Nilmini Wickramasinghe
Download or read book Dimensions of Intelligent Analytics for Smart Digital Health Solutions written by Nilmini Wickramasinghe and published by CRC Press. This book was released on 2024-03-01 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title demystifies artificial intelligence (AI) and analytics, upskilling individuals (healthcare professionals, hospital managers, consultants, researchers, students, and the population at large) around analytics and AI as it applies to healthcare. This book shows how the tools, techniques, technologies, and tactics around analytics and AI can be best leveraged and utilised to realise a healthcare value proposition of better quality, better access and high value for everyone every day, everywhere. The book presents a triumvirate approach including technical, business and medical aspects of data and analytics and by so doing takes a responsible approach to this key area. This work serves to introduce the critical issues in AI and analytics for healthcare to students, practitioners, and researchers.
Book Synopsis The Security Risk Assessment Handbook by : Douglas Landoll
Download or read book The Security Risk Assessment Handbook written by Douglas Landoll and published by CRC Press. This book was released on 2021-09-27 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conducted properly, information security risk assessments provide managers with the feedback needed to manage risk through the understanding of threats to corporate assets, determination of current control vulnerabilities, and appropriate safeguards selection. Performed incorrectly, they can provide the false sense of security that allows potential threats to develop into disastrous losses of proprietary information, capital, and corporate value. Picking up where its bestselling predecessors left off, The Security Risk Assessment Handbook: A Complete Guide for Performing Security Risk Assessments, Third Edition gives you detailed instruction on how to conduct a security risk assessment effectively and efficiently, supplying wide-ranging coverage that includes security risk analysis, mitigation, and risk assessment reporting. The third edition has expanded coverage of essential topics, such as threat analysis, data gathering, risk analysis, and risk assessment methods, and added coverage of new topics essential for current assessment projects (e.g., cloud security, supply chain management, and security risk assessment methods). This handbook walks you through the process of conducting an effective security assessment, and it provides the tools, methods, and up-to-date understanding you need to select the security measures best suited to your organization. Trusted to assess security for small companies, leading organizations, and government agencies, including the CIA, NSA, and NATO, Douglas J. Landoll unveils the little-known tips, tricks, and techniques used by savvy security professionals in the field. It includes features on how to Better negotiate the scope and rigor of security assessments Effectively interface with security assessment teams Gain an improved understanding of final report recommendations Deliver insightful comments on draft reports This edition includes detailed guidance on gathering data and analyzes over 200 administrative, technical, and physical controls using the RIIOT data gathering method; introduces the RIIOT FRAME (risk assessment method), including hundreds of tables, over 70 new diagrams and figures, and over 80 exercises; and provides a detailed analysis of many of the popular security risk assessment methods in use today. The companion website (infosecurityrisk.com) provides downloads for checklists, spreadsheets, figures, and tools.
Book Synopsis The Algorithmic Odyssey - A Comprehensive Guide to AI Research by : Dr. Prakash Arumugam
Download or read book The Algorithmic Odyssey - A Comprehensive Guide to AI Research written by Dr. Prakash Arumugam and published by Inkbound Publishers. This book was released on 2021-02-10 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on an extraordinary journey through the cutting-edge world of artificial intelligence with The Algorithmic Odyssey. This comprehensive guide serves as both a map and a compass for navigating the complex and rapidly evolving landscape of AI research. From the foundational principles of machine learning to the latest advancements in neural networks, this book offers a detailed exploration of the algorithms that are reshaping our world. Whether you are a seasoned researcher, a curious student, or a tech enthusiast, The Algorithmic Odyssey provides invaluable insights into the methodologies, challenges, and breakthroughs that define contemporary AI research. Discover the intricacies of supervised and unsupervised learning, delve into the depths of deep learning, and understand the transformative impact of reinforcement learning. Each chapter is meticulously crafted to offer clear explanations, practical examples, and thought-provoking discussions, making complex concepts accessible without sacrificing depth. Beyond the technicalities, The Algorithmic Odyssey also addresses the ethical, societal, and philosophical implications of AI. What does it mean to create intelligent systems? How do we ensure that these technologies benefit humanity? These questions and more are explored with rigor and sensitivity, encouraging readers to think critically about the future of AI. With contributions from leading experts in the field and a wealth of resources for further study, The Algorithmic Odyssey is an essential addition to the library of anyone passionate about the future of technology and its impact on our world. Join us on this odyssey and unlock the mysteries of artificial intelligence.
