6 Steps Of Data Analysis
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Big Data Analytics Techniques for Market Intelligence
The ever-expanding realm of Big Data poses a formidable challenge for academic scholars and professionals due to the sheer magnitude and diversity of data types, along with the continuous influx of information from various sources. Extracting valuable insights from this vast and complex dataset is crucial for organizations to uncover market intelligence and make informed decisions. However, without the proper guidance and understanding of Big Data analytics techniques and methodologies, scholars may struggle to navigate this landscape and maximize the potential benefits of their research. In response to this pressing need, Professor Dina Darwish presents Big Data Analytics Techniques for Market Intelligence, a groundbreaking book that addresses the specific challenges faced by scholars and professionals in the field. Through a comprehensive exploration of various techniques and methodologies, this book offers a solution to the hurdles encountered in extracting meaningful information from Big Data. Covering the entire lifecycle of Big Data analytics, including preprocessing, analysis, visualization, and utilization of results, the book equips readers with the knowledge and tools necessary to unlock the power of Big Data and generate valuable market intelligence. With real-world case studies and a focus on practical guidance, scholars and professionals can effectively leverage Big Data analytics to drive strategic decision-making and stay at the forefront of this rapidly evolving field.
Researching and Analysing Business
Researching and Analysing Business: Research Methods in Practice provides an accessible and practical guide to various data collection and data analysis techniques within management, from both quantitative and qualitative perspectives. This key resource functions as a comprehensive reference tool – covering a broad variety of methodologies – examining both the theory behind them and their application in practice. These include systematic literature review through bibliometric and meta-analysis, secondary vs primary sources, qualitative research vs quantitative research, combining qualitative and quantitative methods, qualitative and quantitative research method approaches, fsQCA, data mining, and sentiment analysis. Chapters are rich in examples, data sets, practical exercises, easy-to-follow slides, and a glossary, which help readers to understand and apply research approaches as well as to assess the strengths and weaknesses of each method. Unique in its practical approach and with insights from active researchers, this book is required and recommended reading for advanced undergraduate and postgraduate students studying research methods as a core module within business and management courses. It is also a useful tool for PhD students and academics within the discipline. Online support materials include PowerPoint slides.
From Standards to Rubrics in Six Steps
`... a focused approach to increased student achievement. It′s a phenomenal resource.′ -Eileen Depka Author, The Data Guidebook for Teachers and Leaders `For teachers and administrators, this is just what the doctor ordered. This process will engage teachers in assessment just as it helps them engage students in their own learning. This book should be in the hands of every teacher.′ -Ron Nash, Organizational Development Specialist Virginia Beach Public Schools, VA `The book gives great references to the latest in research and ties this information together in a wonderful step-by-step format. Kay Burke hits a grand slam.′ -Richie Wood, Professor Trevecca Nazarene University Use proven, practical tools to successfully translate standards to rubrics! Internationally recognized assessment expert Kay Burke offers a practical, comprehensive six-step walk-through of how to create tasks that promote learning for all students and write rubrics linked straight to the requirements of state standards and the No Child Left Behind Act. Individual chapters drill deep into the how-to of translating standards into essential learning. Burke demonstrates how to build a performance task unit as the ideal curriculum framework for clustering standards and differentiating instruction within a single cohesive unit of study. She shows how to share checklists and rubrics with students for ongoing formative and self-assessment. Teachers and administrators will find everything they need, including Templates for all six steps along with an accompanying CD-ROM Tools and tips to help teachers build their own tasks, checklists, and rubrics Theory, examples, applications, and explanations to help apply the six-step process Guidance for differentiating for special needs within standards linked tasks Sample tasks, rubrics, and units From Standards to Rubrics in 6 Steps provides the path and tools for flow-through from standards to rubrics to high student achievement.