The Data Science Design Manual

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Author :
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)

Getting Ready for the 4th Grade Assessment Tests

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Publisher : Learning Express (NY)
ISBN 13 : 9781576854167
Total Pages : 0 pages
Book Rating : 4.8/5 (541 download)

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Book Synopsis Getting Ready for the 4th Grade Assessment Tests by : Erika Warecki

Download or read book Getting Ready for the 4th Grade Assessment Tests written by Erika Warecki and published by Learning Express (NY). This book was released on 2002 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Getting Ready for the 4th Grade Assessment Test: Help Improve Your Child’s Math and English Skills – Many parents are expressing a demand for books that will help their children succeed and excel on the fourth grade assessment tests in math and English –especially in areas where children have limited access to computers. This book will help students practice basic math concepts, i.e., number sense and applications as well as more difficult math, such as patterns, functions, and algebra. English skills will include practice in reading comprehension, writing, and vocabulary. Rubrics are included for self-evaluation.

Mathematics Education and Language Diversity

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Publisher : Springer
ISBN 13 : 3319145118
Total Pages : 321 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Mathematics Education and Language Diversity by : Richard Barwell

Download or read book Mathematics Education and Language Diversity written by Richard Barwell and published by Springer. This book was released on 2015-11-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: *THIS BOOK WILL SOON BECOME AVAILABLE AS OPEN ACCESS BOOK* This book examines multiple facets of language diversity and mathematics education. It features renowned authors from around the world and explores the learning and teaching of mathematics in contexts that include multilingual classrooms, indigenous education, teacher education, blind and deaf learners, new media and tertiary education. Each chapter draws on research from two or more countries to illustrate important research findings, theoretical developments and practical strategies. This open access book examines multiple facets of language diversity

Looking Like a Language, Sounding Like a Race

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Publisher :
ISBN 13 : 0190634723
Total Pages : 313 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Looking Like a Language, Sounding Like a Race by : Jonathan Rosa

Download or read book Looking Like a Language, Sounding Like a Race written by Jonathan Rosa and published by . This book was released on 2019 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking like a Language, Sounding like a Race examines the emergence of linguistic and ethnoracial categories in the context of Latinidad. The book draws from more than twenty-four months of ethnographic and sociolinguistic fieldwork in a Chicago public school, whose student body is more than 90% Mexican and Puerto Rican, to analyze the racialization of language and its relationship to issues of power and national identity. It focuses specifically on youth socialization to U.S. Latinidad as a contemporary site of political anxiety, raciolinguistic transformation, and urban inequity. Jonathan Rosa's account studies the fashioning of Latinidad in Chicago's highly segregated Near Northwest Side; he links public discourse concerning the rising prominence of U.S. Latinidad to the institutional management and experience of raciolinguistic identities there. Anxieties surrounding Latinx identities push administrators to transform "at risk" Mexican and Puerto Rican students into "young Latino professionals." This institutional effort, which requires students to learn to be and, importantly, sound like themselves in highly studied ways, reveals administrators' attempts to navigate a precarious urban terrain in a city grappling with some of the nation's highest youth homicide, dropout, and teen pregnancy rates. Rosa explores the ingenuity of his research participants' responses to these forms of marginalization through the contestation of political, ethnoracial, and linguistic borders.

Sir Isaac Newton's Mathematical Principles of Natural Philosophy and His System of the World

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Publisher : Univ of California Press
ISBN 13 : 0520321723
Total Pages : 714 pages
Book Rating : 4.5/5 (23 download)

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Book Synopsis Sir Isaac Newton's Mathematical Principles of Natural Philosophy and His System of the World by : Sir Isaac Newton

Download or read book Sir Isaac Newton's Mathematical Principles of Natural Philosophy and His System of the World written by Sir Isaac Newton and published by Univ of California Press. This book was released on 2023-11-15 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title is part of UC Press's Voices Revived program, which commemorates University of California Press’s mission to seek out and cultivate the brightest minds and give them voice, reach, and impact. Drawing on a backlist dating to 1893, Voices Revived makes high-quality, peer-reviewed scholarship accessible once again using print-on-demand technology. This title was originally published in 1934.

Cloudette

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Publisher : Macmillan
ISBN 13 : 1627795014
Total Pages : 16 pages
Book Rating : 4.6/5 (277 download)

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Book Synopsis Cloudette by : Tom Lichtenheld

Download or read book Cloudette written by Tom Lichtenheld and published by Macmillan. This book was released on 2016-04-12 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cloudette, the littlest cloud, finds a way to do something big and important as the other clouds do.

The Digital Humanist

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Publisher : punctum books
ISBN 13 : 0692580441
Total Pages : 264 pages
Book Rating : 4.6/5 (925 download)

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Book Synopsis The Digital Humanist by : Domenico Fiormonte

Download or read book The Digital Humanist written by Domenico Fiormonte and published by punctum books. This book was released on 2015 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a critical introduction to the core technologies underlying the Internet from a humanistic perspective. It provides a cultural critique of computing technologies, by exploring the history of computing and examining issues related to writing, representing, archiving and searching. The book raises awareness of, and calls for, the digital humanities to address the challenges posed by the linguistic and cultural divides in computing, the clash between communication and control, and the biases inherent in networked technologies. A common problem with publications in the Digital Humanities is the dominance of the Anglo-American perspective. While seeking to take a broader view, the book attempts to show how cultural bias can become an obstacle to innovation both in the methodology and practice of the Digital Humanities. Its central point is that no technological instrument is culturally unbiased, and that all too often the geography that underlies technology coincides with the social and economic interests of its producers. The alternative proposed in the book is one of a world in which variation, contamination and decentralization are essential instruments for the production and transmission of digital knowledge. It is thus necessary not only to have spaces where DH scholars can interact (such as international conferences, THATCamps, forums and mailing lists), but also a genuine sharing of technological know-how and experience. "This is a truly exceptional work on the subject of the digital....Students and scholars new to the field of digital humanities will find in this book a gentle introduction to the field, which I cannot but think would be good and perhaps even inspirational for them....Its history of the development of machines and programs and communities bent on using computers to advance science and research merely sets the stage for an insightful analysis of the role of the digital in the way both scholars and everyday people communicate and conceive of themselves and "others" in written forms - from treatises to credit card transactions." Peter Shillingsburg The Digital Humanist is not simply a translation of the Italian book L'umanista digitale (il Mulino 2010), but a new version tailored to an international audience through the improvement and expansion of the sections on social, cultural and ethical problems of the most widely used methodologies, resources and applications. TABLE OF CONTENTS // Preface: Digital Humanities at a Political Turn? by Geoffrey Rockwell / PART I: The Socio-Historical Roots - Chap. 1: Technology and the Humanities: A History of Interaction - Chap. 2: Internet, or The Humanistic Machine / PART II: Theoretical and Practical Dimensions - Chap. 3: Writing and Content Production - Chap. 4: Representing and Archiving - Chap. 5: Searching and Organizing / Conclusions: DH in a Global Perspective

The Myth of Artificial Intelligence

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Publisher : Harvard University Press
ISBN 13 : 0674983513
Total Pages : 321 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis The Myth of Artificial Intelligence by : Erik J. Larson

Download or read book The Myth of Artificial Intelligence written by Erik J. Larson and published by Harvard University Press. This book was released on 2021-04-06 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.

Spanish for Reading

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Publisher : Barrons Educational Series
ISBN 13 : 9780764103339
Total Pages : 0 pages
Book Rating : 4.1/5 (33 download)

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Book Synopsis Spanish for Reading by : Fabiola Franco

Download or read book Spanish for Reading written by Fabiola Franco and published by Barrons Educational Series. This book was released on 1998-03-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique approach to Spanish reading comprehension, Spanish for Reading can be used as a textbook supplement in classrooms or by anybody who is teaching himself Spanish. It begins by demonstrating similarities between words and parts of words in Spanish and English, and proceeds to offer practical instruction that will help readers broaden recognition of words and phrases. Each of the book's fifteen chapters concludes with a reading passage, the first of them quite easy to comprehend, and successive passages increasingly complex and sophisticated. Early passages are simple essays on Spain's and the Spanish-speaking world's language, geography, and culture. Later passages are excerpts from well-known works by world renowned Spanish writers, including Jorge Luis Borges, Pablo Neruda, and Gabriel Garcia-Marquez. Students who use this volume methodically will ultimately be reading and understanding these passages in their original, unedited Spanish, without need to seek outside help. Short of spending time in Spain or Latin America, here is as good an introduction to Spanish culture as a student will be able to find anywhere. Photos and line drawings.

Into Math

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Publisher :
ISBN 13 : 9780358002123
Total Pages : 518 pages
Book Rating : 4.0/5 (21 download)

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Book Synopsis Into Math by : Edward B. Burger

Download or read book Into Math written by Edward B. Burger and published by . This book was released on 2019 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Special Issues in Early Childhood Mathematics Education Research

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Publisher : BRILL
ISBN 13 : 9004510680
Total Pages : 323 pages
Book Rating : 4.0/5 (45 download)

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Book Synopsis Special Issues in Early Childhood Mathematics Education Research by :

Download or read book Special Issues in Early Childhood Mathematics Education Research written by and published by BRILL. This book was released on 2022-02-14 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, 23 contributors offer new insights on key issues in mathematics education in early childhood.

Task Design In Mathematics Education

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Publisher : Springer
ISBN 13 : 331909629X
Total Pages : 339 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Task Design In Mathematics Education by : Anne Watson

Download or read book Task Design In Mathematics Education written by Anne Watson and published by Springer. This book was released on 2015-10-26 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: *THIS BOOK IS AVAILABLE AS OPEN ACCESS BOOK ON SPRINGERLINK* This open access book is the product of ICMI Study 22 Task Design in Mathematics Education. The study offers a state-of-the-art summary of relevant research and goes beyond that to develop new insights and new areas of knowledge and study about task design. The authors represent a wide range of countries and cultures and are leading researchers, teachers and designers. In particular, the authors develop explicit understandings of the opportunities and difficulties involved in designing and implementing tasks and of the interfaces between the teaching, researching and designing roles – recognising that these might be undertaken by the same person or by completely separate teams. Tasks generate the activity through which learners meet mathematical concepts, ideas, strategies and learn to use and develop mathematical thinking and modes of enquiry. Teaching includes the selection, modification, design, sequencing, installation, observation and evaluation of tasks. The book illustrates how task design is core to effective teaching, whether the task is a complex, extended, investigation or a small part of a lesson; whether it is part of a curriculum system, such as a textbook, or promotes free standing activity; whether the task comes from published source or is devised by the teacher or the student.

The Advancement of Learning

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Publisher :
ISBN 13 :
Total Pages : 426 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis The Advancement of Learning by : Francis Bacon

Download or read book The Advancement of Learning written by Francis Bacon and published by . This book was released on 1895 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of International Research in Mathematics Education

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Publisher : Routledge
ISBN 13 : 1135192766
Total Pages : 942 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis Handbook of International Research in Mathematics Education by : Lyn D. English

Download or read book Handbook of International Research in Mathematics Education written by Lyn D. English and published by Routledge. This book was released on 2010-04-02 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together mathematics education research that makes a difference in both theory and practice - research that anticipates problems and needed knowledge before they become impediments to progress.

California Go Math!

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Publisher :
ISBN 13 : 9780544205918
Total Pages : 0 pages
Book Rating : 4.2/5 (59 download)

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Book Synopsis California Go Math! by :

Download or read book California Go Math! written by and published by . This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Deep Learning

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Publisher : MIT Press
ISBN 13 : 0262337371
Total Pages : 801 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Deep Learning by : Ian Goodfellow

Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Tasks in Primary Mathematics Teacher Education

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Publisher : Springer Science & Business Media
ISBN 13 : 0387096698
Total Pages : 311 pages
Book Rating : 4.3/5 (87 download)

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Book Synopsis Tasks in Primary Mathematics Teacher Education by : Barbara Clarke

Download or read book Tasks in Primary Mathematics Teacher Education written by Barbara Clarke and published by Springer Science & Business Media. This book was released on 2008-10-25 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tasks in Primary Mathematics Teacher Education is intended to advance relevant research and innovative international practices in the preparation and professional development of mathematics teachers. Emerging from discussion at the ICMI study on teacher professional development, this volume, focused on primary and elementary teachers, culls a richness that can only be found by gathering wisdom from varied experiences around the world. The choice of tasks, and the associated pedagogies, is a key aspect of teaching and learning mathematics. Arguing that what students learn is largely defined by the tasks they are given, several major themes are presented. One such major strand, the form, function and focus of tasks, is discussed throughout several chapters, offering analysis, discussion of implementation, and exemplars of a broader category of illustrative techniques for developing critical understanding.