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The Data Science Design Manual

Author : Steven S. Skiena
Publisher : Springer
ISBN 13 : 3319554441
Total Pages : 456 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis The Data Science Design Manual by : Steven S. Skiena

Download or read book The Data Science Design Manual written by Steven S. Skiena and published by Springer. This book was released on 2017-07-01 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)

International Encyclopedia of Unified Science

Author : Otto Neurath
Publisher :
ISBN 13 :
Total Pages : 144 pages
Book Rating : 4.1/5 (171 download)

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Book Synopsis International Encyclopedia of Unified Science by : Otto Neurath

Download or read book International Encyclopedia of Unified Science written by Otto Neurath and published by . This book was released on 1938 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ethics in Psychology and the Mental Health Professions

Author : Gerald P. Koocher
Publisher : Oxford University Press
ISBN 13 : 019995769X
Total Pages : 673 pages
Book Rating : 4.1/5 (999 download)

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Book Synopsis Ethics in Psychology and the Mental Health Professions by : Gerald P. Koocher

Download or read book Ethics in Psychology and the Mental Health Professions written by Gerald P. Koocher and published by Oxford University Press. This book was released on 2016 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revised edition of the authors' Ethics in psychology and the mental health professions, 2008.

The Social Construction of Technological Systems

Author : Wiebe E. Bijker
Publisher : MIT Press
ISBN 13 : 9780262521376
Total Pages : 428 pages
Book Rating : 4.5/5 (213 download)

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Book Synopsis The Social Construction of Technological Systems by : Wiebe E. Bijker

Download or read book The Social Construction of Technological Systems written by Wiebe E. Bijker and published by MIT Press. This book was released on 1989 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The impact of technology on society is clear and unmistakeable. The influence of society on technology is more subtle. The 13 essays in this book have been written by a diverse group of scholars united by a common interest in creating a new field - the sociology of technology. They draw on a wide array of case studies - from cooking stoves to missile systems, from 15th-century Portugal to today's Al labs - to outline an original research program based on a synthesis of ideas from the social studies of science and the history of technology. Together they affirm the need for a study of technology that gives equal weight to technical, social, economic, and political questions"--Back cover.

Patterns, Predictions, and Actions: Foundations of Machine Learning

Author : Moritz Hardt
Publisher : Princeton University Press
ISBN 13 : 0691233721
Total Pages : 321 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Patterns, Predictions, and Actions: Foundations of Machine Learning by : Moritz Hardt

Download or read book Patterns, Predictions, and Actions: Foundations of Machine Learning written by Moritz Hardt and published by Princeton University Press. This book was released on 2022-08-23 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while offering invaluable perspective on its history and social implications. Beginning with the foundations of decision making, Moritz Hardt and Benjamin Recht explain how representation, optimization, and generalization are the constituents of supervised learning. They go on to provide self-contained discussions of causality, the practice of causal inference, sequential decision making, and reinforcement learning, equipping readers with the concepts and tools they need to assess the consequences that may arise from acting on statistical decisions. Provides a modern introduction to machine learning, showing how data patterns support predictions and consequential actions Pays special attention to societal impacts and fairness in decision making Traces the development of machine learning from its origins to today Features a novel chapter on machine learning benchmarks and datasets Invites readers from all backgrounds, requiring some experience with probability, calculus, and linear algebra An essential textbook for students and a guide for researchers

Ethics in Psychology

Author : Gerald P. Koocher
Publisher : Oxford University Press, USA
ISBN 13 : 9780195092011
Total Pages : 542 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Ethics in Psychology by : Gerald P. Koocher

Download or read book Ethics in Psychology written by Gerald P. Koocher and published by Oxford University Press, USA. This book was released on 1998 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Written in a highly readable and accessible style, this new edition retains the key features that have contributed to its popularity, including hundreds of case studies that provide illustrative guidance on a wide variety of topics, including fee setting, advertising for clients, research ethics, sexual attraction, how to confront observed unethical conduct in others, and confidentiality. Ethics in Psychology and the Mental Health Professions will be important reading for practitioners and students in training."--BOOK JACKET.

An Introduction to Search Engines and Web Navigation

Author : Mark Levene
Publisher : John Wiley & Sons
ISBN 13 : 1118060342
Total Pages : 384 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis An Introduction to Search Engines and Web Navigation by : Mark Levene

Download or read book An Introduction to Search Engines and Web Navigation written by Mark Levene and published by John Wiley & Sons. This book was released on 2011-01-14 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a second edition, updated and expanded to explain the technologies that help us find information on the web. Search engines and web navigation tools have become ubiquitous in our day to day use of the web as an information source, a tool for commercial transactions and a social computing tool. Moreover, through the mobile web we have access to the web's services when we are on the move. This book demystifies the tools that we use when interacting with the web, and gives the reader a detailed overview of where we are and where we are going in terms of search engine and web navigation technologies.

Looking in Classrooms

Author : Thomas L. Good
Publisher : Routledge
ISBN 13 : 1317238257
Total Pages : 592 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Looking in Classrooms by : Thomas L. Good

Download or read book Looking in Classrooms written by Thomas L. Good and published by Routledge. This book was released on 2017-12-15 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking in Classrooms uses educational, psychological, and social science theories and classroom-based research to teach future classroom teachers about the complexities and demands of classroom instruction. While maintaining the core approach of the first ten editions, the book has been thoroughly revised and updated with new research-based content on teacher evaluation, self-assessment, and decision-making; special emphases on teaching students from diverse ethnic, cultural, class, and gender-identity contexts; and rich suggestions for integrating technology into classroom instruction. Widely considered to be the most comprehensive and authoritative source available on effective, successful teaching, Looking in Classrooms synthesizes the knowledge base on student motivation, classroom management, teacher expectations, teacher effectiveness, adaptive instruction for individual learners, and informative observational techniques for enhancing teaching. It addresses key topics in classroom instruction in an accessible fashion, promoting easy intepretation and transfer to practice, and articulates the roles of teacher-centered pedagogy, student-centered instruction, and project-based learning in today‘s classroom. Guided by durable historical knowledge as well as dynamic, emerging conceptions of teaching, this text is ideal for undergraduate teacher training programs and for masters-level courses for teachers, administrators, and superintendents.

The Form of the Book

Author : Jan Tschichold
Publisher : Point Roberts, Wash. ; Vancouver, B.C. : Hartley & Marks
ISBN 13 :
Total Pages : 208 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Form of the Book by : Jan Tschichold

Download or read book The Form of the Book written by Jan Tschichold and published by Point Roberts, Wash. ; Vancouver, B.C. : Hartley & Marks. This book was released on 1991 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Sociology of Science Fiction

Author : Brian M. Stableford
Publisher : Wildside Press LLC
ISBN 13 : 089370265X
Total Pages : 194 pages
Book Rating : 4.8/5 (937 download)

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Book Synopsis The Sociology of Science Fiction by : Brian M. Stableford

Download or read book The Sociology of Science Fiction written by Brian M. Stableford and published by Wildside Press LLC. This book was released on 1987-01-01 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Well-known critic Brian Stableford, a former professor at the University of Reading, contributes "a fascinating and valuable attempt to grapple with the questions of why SF authors write what they write, and why SF readers like what they like"-Interzone. Contents: Introduction; Approaches to the Sociology of Literature; The Analysis of Communicative Functions; The Evolution of Science Fiction as a Publishing Category; The Expectations of the Science Fiction Reader; Themes and Trends in Science Fiction; and Conclusion: The Communicative Functions of Science Fiction. Complete with Notes and References, Bibliography, and Index.

Advancing Digital Humanities

Author : P. Arthur
Publisher : Springer
ISBN 13 : 113733701X
Total Pages : 372 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis Advancing Digital Humanities by : P. Arthur

Download or read book Advancing Digital Humanities written by P. Arthur and published by Springer. This book was released on 2014-12-03 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancing Digital Humanities moves beyond definition of this dynamic and fast growing field to show how its arguments, analyses, findings and theories are pioneering new directions in the humanities globally.

An Introduction To Staff Development In Academic Libraries

Author : Elizabeth Connor
Publisher : Routledge
ISBN 13 : 1135694702
Total Pages : 248 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis An Introduction To Staff Development In Academic Libraries by : Elizabeth Connor

Download or read book An Introduction To Staff Development In Academic Libraries written by Elizabeth Connor and published by Routledge. This book was released on 2009-03 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: An indispensible resource for librarians of all roles, the case studies in An Introduction to Staff Development in Academic Libraries demonstrate the necessity and value of integrating the library's mission statement and strategic plan with bold approaches to staff orientation, training, mentoring, and development.

Narrative Strategies in Television Series

Author : G. Allrath
Publisher : Springer
ISBN 13 : 0230501001
Total Pages : 235 pages
Book Rating : 4.2/5 (35 download)

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Book Synopsis Narrative Strategies in Television Series by : G. Allrath

Download or read book Narrative Strategies in Television Series written by G. Allrath and published by Springer. This book was released on 2005-08-10 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the context of a systematic overview of the possibilities of applying narratological concepts to a study of TV series, ten case studies are explored in depth, demonstrating how series such as 24, Buffy, Twin Peaks, Star Trek, Blackadder, and Sex and the City make use of innovative audiovisual means of storytelling. Transgressing the traditional confines of narrative theory, the chapter authors address the question of how form, content, and function intersect in these series.

The Network Turn

Author : Ruth Ahnert
Publisher : Cambridge University Press
ISBN 13 : 1108856691
Total Pages : 168 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis The Network Turn by : Ruth Ahnert

Download or read book The Network Turn written by Ruth Ahnert and published by Cambridge University Press. This book was released on 2021-01-21 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in a networked world. Online social networking platforms and the World Wide Web have changed how society thinks about connectivity. Because of the technological nature of such networks, their study has predominantly taken place within the domains of computer science and related scientific fields. But arts and humanities scholars are increasingly using the same kinds of visual and quantitative analysis to shed light on aspects of culture and society hitherto concealed. This Element contends that networks are a category of study that cuts across traditional academic barriers, uniting diverse disciplines through a shared understanding of complexity in our world. Moreover, we are at a moment in time when it is crucial that arts and humanities scholars join the critique of how large-scale network data and advanced network analysis are being harnessed for the purposes of power, surveillance, and commercial gain. This title is also available as Open Access on Cambridge Core.

The Mirror of Ink

Author : Jorge Luis Borges
Publisher : Penguin Hardcover
ISBN 13 : 9780141022130
Total Pages : 55 pages
Book Rating : 4.0/5 (221 download)

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Book Synopsis The Mirror of Ink by : Jorge Luis Borges

Download or read book The Mirror of Ink written by Jorge Luis Borges and published by Penguin Hardcover. This book was released on 2005 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every book tells a story . . . And the 70 titles in the Pocket Penguins series are emblematic of the renowned breadth and quality that formed part of the original Penguin vision in 1935 and that continue to define our publishing today. Together, they tell one version of the unique story of Penguin Books. Jorge Luis Borges wrote playful and deeply imaginative short stories that explore philosophy, paradox and the nature of existence, and Penguin Modern Classics introduced many of his most famous works, including Labyrinths, The Aleph and Fictions, to a wide audience. This collection includes seven of his most famous tales, which intrigue, inspire and mesmerize through their singular genius.

Information Retrieval

Author : William Hersh
Publisher : Springer Science & Business Media
ISBN 13 : 0387226788
Total Pages : 524 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Information Retrieval by : William Hersh

Download or read book Information Retrieval written by William Hersh and published by Springer Science & Business Media. This book was released on 2006-05-04 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coupled with the growth of the World Wide Web, the topic of health information retrieval has had a tremendous impact on consumer health information. With the aid of newly added questions and discussions at the end of each chapter, this Second Edition covers theory practical applications, evaluation, and research directions of all aspects of medical information retireval systems.

Handbook of Nonverbal Assessment

Author : R. Steve McCallum
Publisher : Springer Science & Business Media
ISBN 13 : 1461501539
Total Pages : 416 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Handbook of Nonverbal Assessment by : R. Steve McCallum

Download or read book Handbook of Nonverbal Assessment written by R. Steve McCallum and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this Handbook is to describe the current assessment strategies and related best practices to professionals who serve individuals from diverse cultures or those who have difficulty using the English language. It will be a valuable resource for school psychologists, special educators, speech and hearing specialists, rehabilitation counselors, as well as graduate-level students of school psychology and child and family psychology.