Numsense Data Science For The Layman

Author : Annalyn Ng
Publisher : Annalyn Ng & Kenneth Soo
ISBN 13 : 9789811110689
Total Pages : pages
Book Rating : 4.89/5 ( download)

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Download or read book Numsense! Data Science for the Layman written by Annalyn Ng and published by Annalyn Ng & Kenneth Soo. This book was released on 2017-03-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Used in Stanford's CS102 Big Data (Spring 2017) course. Want to get started on data science? Our promise: no math added. This book has been written in layman's terms as a gentle introduction to data science and its algorithms. Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application. To help you grasp key concepts, we stick to intuitive explanations, as well as lots of visuals, all of which are colorblind-friendly. Popular concepts covered include: A/B Testing Anomaly Detection Association Rules Clustering Decision Trees and Random Forests Regression Analysis Social Network Analysis Neural Networks Features: Intuitive explanations and visuals Real-world applications to illustrate each algorithm Point summaries at the end of each chapter Reference sheets comparing the pros and cons of algorithms Glossary list of commonly-used terms With this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.

Author : Cathy O'Neil
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 144936389X
Total Pages : 408 pages
Book Rating : 4.95/5 ( download)

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Download or read book Doing Data Science written by Cathy O'Neil and published by "O'Reilly Media, Inc.". This book was released on 2013-10-09 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

Author : Nicholas Lincoln
Publisher :
ISBN 13 : 9780692150757
Total Pages : 482 pages
Book Rating : 4.57/5 ( download)

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Download or read book Data Science in Layman's Terms written by Nicholas Lincoln and published by . This book was released on 2018-07-02 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science in Layman's Terms: Statistics strikes a balance between an easy-reading tutorial, and a theory intensive textbook. It offers a complete roadmap for understanding statistics. The concepts in this book are explained in plain English, and every chapter contains R and Python code that shows how to implement the concepts.

Author : Ralph. M. Tennent
Publisher :
ISBN 13 : 9780050024874
Total Pages : 105 pages
Book Rating : 4.76/5 ( download)

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Download or read book Science Data Book written by Ralph. M. Tennent and published by . This book was released on 1971 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Daniel R. Faust
Publisher : The Rosen Publishing Group, Inc
ISBN 13 : 1538331276
Total Pages : 34 pages
Book Rating : 4.79/5 ( download)

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Download or read book Algorithms: The Building Blocks of Computer Programming written by Daniel R. Faust and published by The Rosen Publishing Group, Inc. This book was released on 2018-07-15 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms might sound like a complicated tech term, but don't be intimidated, people actually use them every day. Using accessible language and full-color photographs, this book simplifies algorithms in an easy-to-understand way. Readers will be amazed to learn that an algorithm is just a set of steps for computers to follow to get things done. STEM topics from the Next Generation Science Standards are emphasized throughout the text. Sidebars featuring key terms help readers grow their tech vocabulary, and fact boxes provide additional opportunities to learn.

Author : Viktor Mayer-Schönberger
Publisher : Houghton Mifflin Harcourt
ISBN 13 : 0544002695
Total Pages : 257 pages
Book Rating : 4.92/5 ( download)

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Download or read book Big Data written by Viktor Mayer-Schönberger and published by Houghton Mifflin Harcourt. This book was released on 2013 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.

Author : George Backus
Publisher : Cambridge University Press
ISBN 13 : 9780521410069
Total Pages : 388 pages
Book Rating : 4.61/5 ( download)

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Download or read book Foundations of Geomagnetism written by George Backus and published by Cambridge University Press. This book was released on 1996-02-23 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main magnetic field of the Earth is a complex phenomenon. To understand its origins in the fluid of the Earth's core, and how it changes in time requires a variety of mathematical and physical tools. This book presents the foundations of geomagnetism, in detail and developed from first principles. The book is based on George Backus' courses for graduate students at the University of California, San Diego. The material is mathematically rigorous, but is logically developed and has consistent notation, making it accessible to a broad range of readers. The book starts with an overview of the phenomena of interest in geomagnetism, and then goes on to deal with the phenomena in detail, building the necessary techniques in a thorough and consistent manner. Students and researchers will find this book to be an invaluable resource in the appreciation of the mathematical and physical foundations of geomagnetism.

Author : Glenn Geher, PhD
Publisher : Springer Publishing Company
ISBN 13 : 0826107192
Total Pages : 234 pages
Book Rating : 4.90/5 ( download)

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Download or read book Evolutionary Psychology 101 written by Glenn Geher, PhD and published by Springer Publishing Company. This book was released on 2013-10-10 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: ìAt long last, a readable, accessible, user friendly introduction to evolutionary psychology written by a rising star in the field. This book, filled with a broad array of fascinating topics, is bound to further whet the appetite of a growing number of students who have been inspired by this provocative, yet eminently testable approach to human behavior.î Gordon G. Gallup Jr., PhD University at Albany "A frolicking, down-to-earth, and informative introduction to the ever evolving and controversial field of evolutionary psychology." Scott Barry Kaufman, PhD Author, Ungifted: Intelligence Redefined ìGlenn Geher has created a text that is both comprehensive in coverage and scope and very accessible. It should be a welcome addition to the field that serves to further individuals' understanding of Evolutionary Psychology.î T. Joel Wade, PhD Professor and Chair of Psychology, Bucknell University This is a concise and student-friendly survey of the burgeoning field of evolutionary psychology (EP) and the controversies that surround it. Evolutionary psychology is an approach to studying human behavior that is rooted in modern evolutionary theory. Firmly grounded in the theoretical and research literature of EP, the book addresses the core theories, approaches, applications, and current findings that comprise this discipline. It is unique in its interdisciplinary focus, which encompasses EPís impact on both psychological and non-psychological disciplines. Written by an eminent evolutionary psychologist who is President of the Northeastern Evolutionary Psychology Society, the text examines psychological processes that lead to human survival and those that may lead to reproductive benefitsósometimes even at a cost to survival. It cites a rich body of literature that provides insights into the role of sexual selection in shaping the human mind. The text presents current research on such important domains of EP as childhood, courtship, intrasexual competition, sex, pair-bonding, parenting, familial relations, non-familial relations, aggression, and altruism. Considering the potential of EP to mitigate some of our greatest social problems, the text examines the ways in which EP can be applied to society and religion. It also offers a thoughtful, balanced approach to such controversies in EP as the issues of genetic determinism, racism, and sexism. Key Features: Provides a broad survey one of the most recent, widely researched, and controversial fields to emerge in psychology over the past 20 years Written by an eminent evolutionary psychologist who is President of the Northeastern Evolutionary Psychology Society Presents EP concepts in an accessible, student-friendly way Offers a unique interdisciplinary focus that addresses the impact of EP on both psychological and non-psychological disciplines Emphasizes controversies within the field of evolutionary psychology and includes critiques of EP from people outside this discipline

Author : Roger D. Peng
Publisher :
ISBN 13 : 9781365056826
Total Pages : 0 pages
Book Rating : 4.21/5 ( download)

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Download or read book R Programming for Data Science written by Roger D. Peng and published by . This book was released on 2012-04-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredible quantities of data being generated. But to extract value from those data, one needs to be trained in the proper data science skills. The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox.

Author : Hans-Peter Blume
Publisher : Springer
ISBN 13 : 3642309429
Total Pages : 618 pages
Book Rating : 4.27/5 ( download)

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Download or read book Scheffer/Schachtschabel Soil Science written by Hans-Peter Blume and published by Springer. This book was released on 2015-11-24 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The soils are fundamental to our existence, delivering water and nutrients to plants, that feed us. But they are in many ways in danger and their conservation is therefore a most important focus for science, governments and society as a whole. A team of world recognised researchers have prepared this first English edition based on the 16th European edition. • The precursors and the processes of soil development • The physical, biological and chemical properties of soils • Nutrients and Pollutants • The various soil classifications with the main focus on the World Reference Base for Soil Resources (WRB) • The most important soils and soil landscapes of the world • Soil Evaluation Techniques • Basic Principles of Soil Conservation Whoever works with soils needs this book.