the data science handbook advice and insights from 25 amazing data scientists

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The Data Science Handbook

Author : Carl Shan
ISBN : 0692434879
Genre :
File Size : 89. 67 MB
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The Data Science Handbook is a curated collection of 25 candid, honest and insightful interviews conducted with some of the world's top data scientists.In this book, you'll hear how the co-creator of the term 'data scientist' thinks about career and personal success. You'll hear from a young woman who created her own data scientist curriculum, subsequently landing her a role in the field. Readers of this book will be left with war stories, wisdom and

Web Services Concepts Methodologies Tools And Applications

Author : Management Association, Information Resources
ISBN : 9781522575023
Genre : Computers
File Size : 76. 65 MB
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Web service technologies are redefining the way that large and small companies are doing business and exchanging information. Due to the critical need for furthering automation, engagement, and efficiency, systems and workflows are becoming increasingly more web-based. Web Services: Concepts, Methodologies, Tools, and Applications is an innovative reference source that examines relevant theoretical frameworks, current practice guidelines, industry standards and standardization, and the latest empirical research findings in web services. Highlighting a range of topics such as cloud computing, quality of service, and semantic web, this multi-volume book is designed for computer engineers, IT specialists, software designers, professionals, researchers, and upper-level students interested in web services architecture, frameworks, and security.

Human Development And Interaction In The Age Of Ubiquitous Technology

Author : Rahman, Hakikur
ISBN : 9781522505570
Genre : Computers
File Size : 76. 13 MB
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The human condition is affected by numerous factors in modern society. In modern times, technology is so integrated into culture that it has become necessary to perform even daily functions. Human Development and Interaction in the Age of Ubiquitous Technology is an authoritative reference source for the latest scholarly research on the widespread integration of technological innovations around the globe and examines how human-computer interaction affects various aspects of people’s lives. Featuring emergent research from theoretical perspectives and case studies, this book is ideally designed for professionals, students, practitioners, and academicians.

The Ancestry Of Regional Spatial Planning

Author : Louis C. Wassenhoven
ISBN : 9783319969954
Genre : Political Science
File Size : 29. 16 MB
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This book is not a historical or archaeological treatise, but rather a study in which the author looks at the past, not as a historian, but as a planner who has the ambition to unravel the early manifestations of his discipline; a discipline which did not exist as such in remote periods, but the ingredients of which were nevertheless present. The author has observed the past equipped with knowledge and understanding of what regional planning was in the second half of the twentieth century and still is. He stands in the period of the first decades after the Second World War, which were the formative years of regional planning, and looks back at bygone ages. He discusses ideas and literature from the immediate post-war period in order to examine the ancestry of regional planning through their lens. The book will attract a broad range of readers because of its approach and its wide coverage of historical periods and world regions. Although Europe is the main focus, the book contains material on all continents and all periods, the ancient world, the medieval age and the modern era. The history of Urban Planning is taught and researched widely, but the history, or pre-history, before the twentieth century, of Regional Spatial Planning is not. This book will fill that vacuum.

The Data Science Handbook

Author : Field Cady
ISBN : 9781119092940
Genre : Mathematics
File Size : 90. 23 MB
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A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in one person. In addition, good data science is not just rote application of trainable skill sets; it requires the ability to think flexibly about all these areas and understand the connections between them. This book provides a crash course in data science, combining all the necessary skills into a unified discipline. Unlike many analytics books, computer science and software engineering are given extensive coverage since they play such a central role in the daily work of a data scientist. The author also describes classic machine learning algorithms, from their mathematical foundations to real-world applications. Visualization tools are reviewed, and their central importance in data science is highlighted. Classical statistics is addressed to help readers think critically about the interpretation of data and its common pitfalls. The clear communication of technical results, which is perhaps the most undertrained of data science skills, is given its own chapter, and all topics are explained in the context of solving real-world data problems. The book also features: • Extensive sample code and tutorials using Python™ along with its technical libraries • Core technologies of “Big Data,” including their strengths and limitations and how they can be used to solve real-world problems • Coverage of the practical realities of the tools, keeping theory to a minimum; however, when theory is presented, it is done in an intuitive way to encourage critical thinking and creativity • A wide variety of case studies from industry • Practical advice on the realities of being a data scientist today, including the overall workflow, where time is spent, the types of datasets worked on, and the skill sets needed The Data Science Handbook is an ideal resource for data analysis methodology and big data software tools. The book is appropriate for people who want to practice data science, but lack the required skill sets. This includes software professionals who need to better understand analytics and statisticians who need to understand software. Modern data science is a unified discipline, and it is presented as such. This book is also an appropriate reference for researchers and entry-level graduate students who need to learn real-world analytics and expand their skill set. FIELD CADY is the data scientist at the Allen Institute for Artificial Intelligence, where he develops tools that use machine learning to mine scientific literature. He has also worked at Google and several Big Data startups. He has a BS in physics and math from Stanford University, and an MS in computer science from Carnegie Mellon.

A Handbook For Data Analysis In The Behaviorial Sciences

Author : Gideon Keren
ISBN : 9781317759980
Genre : Psychology
File Size : 20. 67 MB
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Statistical methodology is often conceived by social scientists in a technical manner; they use it for support rather than for illumination. This two-volume set attempts to provide some partial remedy to the problems that have led to this state of affairs. Both traditional issues, such as analysis of variance and the general linear model, as well as more novel methods like exploratory data analysis, are included. The editors aim to provide an updated survey on different aspects of empirical research and data analysis, facilitate the understanding of the internal logic underlying different methods, and provide novel and broader perspectives beyond what is usually covered in traditional curricula.

The Chief Data Officer S Playbook

Author : Caroline Carruthers
ISBN : 9781783302574
Genre : Business & Economics
File Size : 77. 13 MB
Format : PDF, ePub
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The new and rapidly expanding role of the Chief Data Officer (CDO) is of significant interest and relevance to organisations and data professionals internationally. Written by two practicing CDOs, this new book offers a jargon-free, practical guide to making better decisions based on data. Content covered includes: - why does any organisation need a CDO? - the secret ingredients of the successful CDO - avoiding the hype cycle - building the CDO team - who leads the technology? - the CDO and data governance: enablement not red tape. This book will offer key insights for CDOs looking to understand their position better, for aspiring CDOs and data officers looking at career progression, for those recruiting CDOs, and offers essential knowledge for anyone else operating in the current data environment.

Handbook Of Design Research Methods In Education

Author : Anthony E. Kelly
ISBN : UOM:39015076134884
Genre : Education
File Size : 66. 14 MB
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This Handbook presents the latest thinking and current examples of design research in education. Design-based research involves introducing innovations into real-world practices (as opposed to constrained laboratory contexts) and examining the impact of those designs on the learning process. Designed prototype applications (e.g., instructional methods, software or materials) and the research findings are then cycled back into the next iteration of the design innovation in order to build evidence of the particular theories being researched, and to positively impact practice and the diffusion of the innovation. The Handbook of Design Research Methods in Education-- the defining book for the field -- fills a need in how to conduct design research by those doing so right now. The chapters represent a broad array of interpretations and examples of how today's design researchers conceptualize this emergent methodology across areas as diverse as educational leadership, diffusion of innovations, complexity theory, and curriculum research. This volume is designed as a guide for doctoral students, early career researchers and cross-over researchers from fields outside of education interested in supporting innovation in educational settings through conducting design research.

Handbook Of Teaching For Physical Therapists E Book

Author : Gail M. Jensen
ISBN : 9781455706013
Genre : Medical
File Size : 69. 2 MB
Format : PDF, Mobi
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Whether you are practicing in an in-patient or an out-patient facility, academic institution, or clinical residency program, this well-respected handbook gives you the background and guidance you need to effectively educate individuals across the continuum of physical therapy practice. Practical, real-life examples show you how to: incorporate health literacy and needs of the learner; assess and adapt to the various learning styles of patients; use simulations in education; facilitate the development of clinical reasoning skills; and assess learning outcomes and the effectiveness of your teaching. Plus, four all-new chapters and major revisions of all content throughout the book keep you on top of the latest research and best practices. Coverage of the theory and application of educational principles across the continuum of PT practice provides the information you need to improve your skills in the educational process both in academic and clinical settings. Two section format divides content into two parts: designing academic and clinical education programs and teaching students in academic and clinical settings; and teaching patients and families in clinical and community settings. Variety of teaching and teaching assessment methods expands your teaching, learning, and assessment repertoires. Case stories at the beginning of each chapter allow you to see the relevance of the information in the chapter. Threshold concepts highlight key ideas that are important to know. Annotated bibliography at end of each chapter provides resources for further study. NEW! Chapter on Authentic Assessment: Simulation-Based Education reflects the new ways to facilitate student learning through the use of human simulation models. NEW! Chapter on Strategies for Planning and Implementing Interprofessional Education covers the fundamental concepts of team-based care and interprofessional learning. NEW! Chapter on What Makes a Good Clinical Teacher? translates current research on clinical teaching into clinical education and practice. NEW! Chapter on Facilitating the Teaching and Learning of Clinical Reasoning helps you apply current research on clinical reasoning in rehabilitation to clinical education and teaching. NEW! Two combined chapters on Patient Education and Health Literacy (previously chapters 8 and 12) and Applied Behavioral Theory and Adherence: Models for Practice (previously chapters 9 and 10) provide focused presentations on current thinking and practical strategies for addressing health literacy issues in the clinical environment. NEW! Expanded chapter on Post-Professional Clinical Residency and Fellowship Education offers more information on models and trends in residency education and mentoring.

Government Reports Announcements

Author :
ISBN : MINN:30000010393126
Genre : Technology
File Size : 77. 59 MB
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