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Author : Raamin Mostaghimi
Publisher :
ISBN 13 : 9781734276305
Total Pages : pages
Book Rating : 4.2/5 (763 download)
Download or read book The ABCs of Data Science written by Raamin Mostaghimi and published by . This book was released on 2020-09-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The ABCs of Data Science - By Real Data Scientists, For Future Data Scientists
Author : Avrim Blum
Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)
Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.
Author : Ryan Kelly
Publisher : Bookbaby
ISBN 13 : 9781735971902
Total Pages : 32 pages
Book Rating : 4.9/5 (719 download)
Download or read book Florence the Data Scientist and Her Magical Bookmobile written by Ryan Kelly and published by Bookbaby. This book was released on 2021-04 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Florence the Data Scientist and Her Magical Bookmobile is a picture book for young readers that explores and explains one of today's most important and fastest-growing professions: data science! How can recording and analyzing data for patterns help make predictions about the future? Join Beatrice as she finds out. Beatrice loves four different things: reading, science, dragons, and swings! When a mysterious bookmobile drives down her street, the driver Florence knows exactly what books will delight all the kids in the neighborhood. But how?! Beatrice watches the scene throughout the day to record and analyze each of her friend's responses to Florence's same questions. Is Florence a psychic? Or is there a logical pattern at play? Can Beatrice ensure she answers to get the outcome she craves? Florence the Data Scientist helps young readers (and their parents!) understand the amazing predictive power of recording and analyzing trends and data.
Author : Giuseppe Mussardo
Publisher : Springer Nature
ISBN 13 : 3030551695
Total Pages : 244 pages
Book Rating : 4.0/5 (35 download)
Download or read book The ABC’s of Science written by Giuseppe Mussardo and published by Springer Nature. This book was released on 2020-11-05 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science, with its inherent tension between the known and the unknown, is an inexhaustible mine of great stories. Collected here are twenty-six among the most enchanting tales, one for each letter of the alphabet: the main characters are scientists of the highest caliber most of whom, however, are unknown to the general public. This book goes from A to Z. The letter A stands for Abel, the great Norwegian mathematician, here involved in an elliptic thriller about a fundamental theorem of mathematics, while the letter Z refers to Absolute Zero, the ultimate and lowest temperature limit, - 273,15 degrees Celsius, a value that is tremendously cooler than the most remote corner of the Universe: the race to reach this final outpost of coldness is not yet complete, but, similarly to the history books of polar explorations at the beginning of the 20th century, its pages record successes, failures, fierce rivalries and tragic desperations. In between the A and the Z, the other letters of the alphabet are similar to the various stages of a very fascinating journey along the paths of science, a journey in the company of a very unique set of characters as eccentric and peculiar as those in Ulysses by James Joyce: the French astronomer who lost everything, even his mind, to chase the transits of Venus; the caustic Austrian scientist who, perfectly at ease with both the laws of psychoanalysis and quantum mechanics, revealed the hidden secrets of dreams and the periodic table of chemical elements; the young Indian astrophysicist who was the first to understand how a star dies, suffering the ferocious opposition of his mentor for this discovery. Or the Hungarian physicist who struggled with his melancholy in the shadows of the desert of Los Alamos; or the French scholar who was forced to hide her femininity behind a false identity so as to publish fundamental theorems on prime numbers. And so on and so forth. Twenty-six stories, which reveal the most authentic atmosphere of science and the lives of some of its main players: each story can be read in quite a short period of time -- basically the time it takes to get on and off the train between two metro stations. Largely independent from one another, these twenty-six stories make the book a harmonious polyphony of several voices: the reader can invent his/her own very personal order for the chapters simply by ordering the sequence of letters differently. For an elementary law of Mathematics, this can give rise to an astronomically large number of possible books -- all the same, but - then again - all different. This book is therefore the ideal companion for an infinite number of real or metaphoric journeys.
Author : Daniel L. Schwartz
Publisher : W. W. Norton & Company
ISBN 13 : 039370940X
Total Pages : 468 pages
Book Rating : 4.3/5 (937 download)
Download or read book The ABCs of How We Learn: 26 Scientifically Proven Approaches, How They Work, and When to Use Them written by Daniel L. Schwartz and published by W. W. Norton & Company. This book was released on 2016-07-26 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Selected as one of NPR's Best Books of 2016, this book offers superior learning tools for teachers and students, from A to Z. An explosive growth in research on how people learn has revealed many ways to improve teaching and catalyze learning at all ages. The purpose of this book is to present this new science of learning so that educators can creatively translate the science into exceptional practice. The book is highly appropriate for the preparation and professional development of teachers and college faculty, but also parents, trainers, instructional designers, psychology students, and simply curious folks interested in improving their own learning. Based on a popular Stanford University course, The ABCs of How We Learn uses a novel format that is suitable as both a textbook and a popular read. With everyday language, engaging examples, a sense of humor, and solid evidence, it describes 26 unique ways that students learn. Each chapter offers a concise and approachable breakdown of one way people learn, how it works, how we know it works, how and when to use it, and what mistakes to avoid. The book presents learning research in a way that educators can creatively translate into exceptional lessons and classroom practice. The book covers field-defining learning theories ranging from behaviorism (R is for Reward) to cognitive psychology (S is for Self-Explanation) to social psychology (O is for Observation). The chapters also introduce lesser-known theories exceptionally relevant to practice, such as arousal theory (X is for eXcitement). Together the theories, evidence, and strategies from each chapter can be combined endlessly to create original and effective learning plans and the means to know if they succeed.
Author : Camille Denning
Publisher :
ISBN 13 : 9781075372230
Total Pages : 24 pages
Book Rating : 4.3/5 (722 download)
Download or read book Dogs and Data Science written by Camille Denning and published by . This book was released on 2019-06-24 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: A rhyming children's storybook that uses a dog-filled analogy to provide an accessible definition of data science. Mia is a young girl that loves to learn. With her dog, Bowie, she goes on an adventure to learn everything about every dog in the world. Along the way, she finds out that the challenge is bigger than she thought, and she might just need a helping hand... or keyboard!
Author : Steven S. Skiena
Publisher : Springer
ISBN 13 : 3319554441
Total Pages : 456 pages
Book Rating : 4.3/5 (195 download)
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)
Author : W. James Popham
Publisher : Corwin Press
ISBN 13 : 1506351530
Total Pages : 177 pages
Book Rating : 4.5/5 (63 download)
Download or read book The ABCs of Educational Testing written by W. James Popham and published by Corwin Press. This book was released on 2016-11-02 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amplify your assessment literacy. Formative, data-driven, high-stakes—we all know the buzzwords surrounding educational testing. But we often shelve our understanding of these because they are overwhelmingly complex. Those who care about our schools and students—teachers, administrators, policymakers, parents, citizens—will discover how and why testing should be taken upon ourselves to advance. Using a nontechnical approach, this book offers fundamental knowledge to free you from testing fogginess—all framed around practical actions you can take to strengthen your assessment literacy. Inappropriate tests are leading to mistaken decisions, and this book provides everything you need to know to change that, including Reasons for tests Reliability/validity Fairness Test-building
Author : Chris Ferrie
Publisher : Sourcebooks, Inc.
ISBN 13 : 1492670200
Total Pages : 29 pages
Book Rating : 4.4/5 (926 download)
Download or read book ABCs of Science written by Chris Ferrie and published by Sourcebooks, Inc.. This book was released on 2017-10-03 with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fans of Chris Ferrie's ABCs of Space, ABCs of Physics, and General Relativity for Babies will love this introduction to science for babies and toddlers! It only takes a small spark to ignite a child's mind. This alphabetical installment of the Baby University baby board book series is the perfect introduction to science for infants and toddlers. It makes a wonderful science baby gift for even the youngest scientist. Give the gift of learning to your little one at birthdays, baby showers, holidays, and beyond! A is for Amoeba B is for Bond C is for Conductor From amoeba to zygote, ABCs of Science is a colorfully simple introduction for babies—and grownups—to a new science concept for every letter of the alphabet. Written by an expert, each page in this baby and toddler science book features multiple levels of text so the book grows along with your little scientist. If you're looking for the perfect STEAM book for teachers or science toys for babies, look no further! ABCs of Science offers fun early learning for your little scientist!
Author : Ben Shneiderman
Publisher : Oxford University Press
ISBN 13 : 0191076643
Total Pages : 335 pages
Book Rating : 4.1/5 (91 download)
Download or read book The New ABCs of Research written by Ben Shneiderman and published by Oxford University Press. This book was released on 2016-02-04 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problems we face in the 21st century require innovative thinking from all of us. Be it students, academics, business researchers of government policy makers. Hopes for improving our healthcare, food supply, community safety and environmental sustainability depend on the pervasive application of research solutions. The research heroes who take on the immense problems of our time face bigger than ever challenges, but if they adopt potent guiding principles and effective research lifecycle strategies, they can produce the advances that will enhance the lives of many people. These inspirational research leaders will break free from traditional thinking, disciplinary boundaries, and narrow aspirations. They will be bold innovators and engaged collaborators, who are ready to lead, yet open to new ideas, self-confident, yet empathetic to others. In this book, Ben Shneiderman recognizes the unbounded nature of human creativity, the multiplicative power of teamwork, and the catalytic effects of innovation. He reports on the growing number of initiatives to promote more integrated approaches to research so as to promote the expansion of these efforts. It is meant as a guide to students and junior researchers, as well as a manifesto for senior researchers and policy makers, challenging widely-held beliefs about how applied innovations evolve and how basic breakthroughs are made, and helping to plot the course towards tomorrow's great advancements.
Author : Raamin Mostaghimi
Publisher :
ISBN 13 : 9781734276305
Total Pages : pages
Book Rating : 4.2/5 (763 download)
Download or read book The ABCs of Data Science written by Raamin Mostaghimi and published by . This book was released on 2020-09-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The ABCs of Data Science - By Real Data Scientists, For Future Data Scientists
Author : Adam Voiland
Publisher : Simon and Schuster
ISBN 13 : 1481494287
Total Pages : 40 pages
Book Rating : 4.4/5 (814 download)
Download or read book ABCs from Space written by Adam Voiland and published by Simon and Schuster. This book was released on 2017-08-29 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: An alphabet book of photographs of Earth taken from outer space that look like each letter. --
Author : Jonas Ramnerö
Publisher : New Harbinger Publications
ISBN 13 : 1572245387
Total Pages : 228 pages
Book Rating : 4.5/5 (722 download)
Download or read book The ABCs of Human Behavior written by Jonas Ramnerö and published by New Harbinger Publications. This book was released on 2008 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ABCs of Human Behavior the first book to present modern behavioral psychology to practicing clinicians. The book focuses both on the classical principles of learning, as well as the more recent developments that help explain language and cognition.
Author : Rio Cortez
Publisher : Workman Publishing Company
ISBN 13 : 1523511850
Total Pages : 66 pages
Book Rating : 4.5/5 (235 download)
Download or read book The ABCs of Black History written by Rio Cortez and published by Workman Publishing Company. This book was released on 2020-12-08 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: A NEW YORK TIMES BESTSELLER B is for Beautiful, Brave, and Bright! And for a Book that takes a Bold journey through the alphabet of Black history and culture. Letter by letter, The ABCs of Black History celebrates a story that spans continents and centuries, triumph and heartbreak, creativity and joy. It’s a story of big ideas––P is for Power, S is for Science and Soul. Of significant moments––G is for Great Migration. Of iconic figures––H is for Zora Neale Hurston, X is for Malcom X. It’s an ABC book like no other, and a story of hope and love. In addition to rhyming text, the book includes back matter with information on the events, places, and people mentioned in the poem, from Mae Jemison to W. E. B. Du Bois, Fannie Lou Hamer to Sam Cooke, and the Little Rock Nine to DJ Kool Herc.
Author : Anjali Joshi
Publisher : Sourcebooks, Inc.
ISBN 13 : 1648761038
Total Pages : 56 pages
Book Rating : 4.6/5 (487 download)
Download or read book ABC Science Book written by Anjali Joshi and published by Sourcebooks, Inc.. This book was released on 2020-07-14 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: ABC learning through the power of S.T.E.A.M. for ages 0 to 3 Give your little scientist a jump-start with this fun, inspiring way to master their ABCs. From astronaut to zoologist, ABC Science Book introduces young children, up to age 3, to basic scientific concepts and careers with each letter of the alphabet. This S.T.E.A.M.-themed ABC book for kids features: Levels of discovery—Explore a tiered learning approach that grows with your child; focus first on letters, then on words, and then on understanding concepts. Colorful images—Rich and vibrant illustrations add to the learning and keep your child engaged. Full S.T.E.A.M. ahead—Encourage a lifelong love of learning with all the books in the S.T.E.A.M. Baby series. ABC Science Book makes learning the alphabet a fun, exciting adventure for any toddler.
Author : Chris Ferrie
Publisher : Sourcebooks, Inc.
ISBN 13 : 1492673838
Total Pages : 28 pages
Book Rating : 4.4/5 (926 download)
Download or read book ABCs of Engineering written by Chris Ferrie and published by Sourcebooks, Inc.. This book was released on 2019-01-01 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fans of Chris Ferrie's ABCs of Biology, ABCs of Space, and ABCs of Physics will love this introduction to engineering for babies and toddlers! This alphabetical installment of the Baby University baby board book series is the perfect introduction to science for infants and toddlers. It makes a wonderful science baby gift for even the youngest engineer. Give the gift of learning to your little one at birthdays, baby showers, holidays, and beyond! A is for Amplifier B is for Battery C is for Carnot Engine From amplifier to zoning, the ABCs of Engineering is a colorfully simple introduction to STEM for babies and toddlers to a new engineering concept for every letter of the alphabet. Written by two experts, each page in this engineering primer features multiple levels of text so the book grows along with your little engineer. If you're looking for the perfect STEAM book for teachers, science toys for babies, or engineer toys for kids, look no further! ABCs of Engineering offers fun early learning for your little scientist!
Author : Rochelle King
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449334954
Total Pages : 275 pages
Book Rating : 4.4/5 (493 download)
Download or read book Designing with Data written by Rochelle King and published by "O'Reilly Media, Inc.". This book was released on 2017-03-29 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data. This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow. Understand the relationship between data, business, and design Get a firm grounding in data, data types, and components of A/B testing Use an experimentation framework to define opportunities, formulate hypotheses, and test different options Create hypotheses that connect to key metrics and business goals Design proposed solutions for hypotheses that are most promising Interpret the results of an A/B test and determine your next move
