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Book Description

50 Essential Concepts

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About the Author

Peter Bruce founded and grew the Institute for Statistics Education at Statistics.com, which now offers about 100 courses in statistics, roughly a third of which are aimed at the data scientist. In recruiting top authors as instructors and forging a marketing strategy to reach professional data scientists, Peter has developed both a broad view of the target market, and his own expertise to reach it.Andrew Bruce has over 30 years of experience in statistics and data science in academia, government and business. He has a Ph.D. in statistics from the University of Washington and published numerous papers in refereed journals. He has developed statistical-based solutions to a wide range of problems faced by a variety of industries, from established financial firms to internet startups, and offers a deep understanding the practice of data science.

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Product details

Paperback: 318 pages

Publisher: O'Reilly Media; 1 edition (May 28, 2017)

Language: English

ISBN-10: 1491952962

ISBN-13: 978-1491952962

Product Dimensions:

6.8 x 0.5 x 9 inches

Shipping Weight: 1.2 pounds (View shipping rates and policies)

Average Customer Review:

4.1 out of 5 stars

53 customer reviews

Amazon Best Sellers Rank:

#5,899 in Books (See Top 100 in Books)

A reasonable survey of core statistical methods, not super-clear, plus a slapdash review of a few machine-learning models, with very little explanation.Pros: * Decent review of core concepts * Good coverage of importance of distinguishing between sample and population statistics * Better discussion of bootstrapping than I've seen anywhere else * Good ideas on dealing with non-normal data and avoiding the assumption that all data is normally distributedCons * Assumes that you know R. Lots of code, no explanations of the code. * Inconsistent level of detail and depth. Detailed coverage of mean, range, quartile, but rampant hand-waving when you get to bagging and boosting * Many of the math explanations are unclear or incomplete. The authors make you do a lot of work to figure things out and you will need external resources * The last part of the book is a thin and purely practical survey of ML models. You don't get much understanding of how or why things work.

Excellent introductory text for a comprehensive overview of statistics! The github repository augments the content very well and provides added value for the statistical topics covered in the book. Both of the Bruce brothers are statistical gurus and this fact is evident in the writing, which is both informative and witty. Peter is the president of Statistics.com and is well-versed in providing statistical instruction to students of all ages and levels. He is also a proponent of resampling and one of the developers of the excellent Resampling Stats software package for Excel.It is true that the textbook does not provide in-depth coverage for all topics, but I don't think that was the intent of the authors. However, the text DOES provide an excellent introduction to topics relevant to students and data scientists. After reading the text and working through the examples, you will be equipped to further your knowledge in whichever topic you require for you data analysis task.Highly recommended!

I love this book as a reference. Clear, efficient but detailed explanations. It is not designed as a textbook but as a reference. When I wonder "what is that test used for again?" or "what was that formula?" this is the first thing I reach for. Sure, Google has become universal for that too, but I like having a single hard copy reference that I can get to know and that becomes a trustworthy old friend. This book is taking on that role for me.

First of all, this book is not for you if you want a deep and thorough explanation of statistical concepts. It serves a completely different purpose: to familiarize a reader with high-level concepts; to enable them to continue their statistics education elsewhere.I found this book a very engaging read: it sets itself apart from other books on statistics in clearly telling which concepts are not-so-relevant for the modern computerized explorative analysis toolset. Many concepts that are presented in classic books on the subjects are rooted in 20s and 30s where computing power wasn't available and researches resorted to various pre-calculated distributions and formulas to do their work. A modern data-scientist's approach would eschew some of the old ways and instead rely on randomization, resampling and computing power.This book not only tells what something is, but also why it is that way and if a concept is still relevant today.I can recommend this book if your statistics knowledge is spotty or ephemeral, it serves its purpose well and doesn't bog down the reader with (sometimes) unnecessary mathematical concepts to demonstrate an idea.Why the four stars:1. Lack of examples in programming languages.2. Complete lack of exercises (at least 1-2 exercises are necessary).3. All scarce examples that are available are in R. No Python. :(

This book is well written and packs a substantial amount of information into a small number of pages. It is best used to get a survey and overview of many of the facets of the domain of data science. This book will not teach you anything in enough depth to actually execute it well — it will teach you just enough to be dangerous and not realize when you've gone off the rails. I recommend it for managers who may never go into technical depth, for people considering whether or not they are interested in data science, or as a preview book to create a framework from which to hang more detailed understanding. Although this is an introductory book, it assumes you can already program in R. If you can't, either accept that you won't be able to follow the specifics of the examples, or read The Art of R Programming and/or R for Data Science.I dislike that the authors make a number of categorical statements of the form "Data Scientists do this" or "Data Scientists don't need that". I disagree with many of these assertions and I think they have taken a definition of "data science" which is narrower than the prevailing consensus in the industry.This book has some errors (see, for example, the confusion matrix on page 196) but overall the accuracy is above average relative to recent norms.As other reviewers have noted, the author's github repository for the book is currently empty. If that's important to you, check it under "andrewgbruce" on github and make sure it's been updated before you buy the book.

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Free Ebook Virtue of Civility, TheBy Edward Shils

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Modern Political Philosophy

• Sales Rank: #1650733 in Books
• Published on: 1997-07-01
• Original language: English
• Number of items: 1
• Dimensions: 8.99" h x 1.02" w x 6.14" l, 1.41 pounds
• Binding: Paperback
• 410 pages

About the Author
Edward Shils (1910-95) was the Distinguished Service Professor in the Committee on Social Thought and in the Department of Sociology at the University of Chicago. He was the author of many books, including" The Calling of Education" and "The Constitution of Society," both published by the University of Chicago Press.

Steve Grosby, is Associate Professor at Clemson University, in the department of Philosophy and Religion. His publications include: Biblical Ideas of Nationality: Ancient and Modern, and the Theory of Objective mind: An Introduction to the Philosophy of Culture.

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• Sales Rank: #150353 in Books
• Published on: 1991-12-01
• Original language: English
• Number of items: 1
• Dimensions: .61" h x 8.52" w x 10.76" l,
• Binding: Paperback
• 314 pages

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What if V-E Day hadn’t ended World War II in Europe? What if, instead, the Allies had to face a potent, even fanatical, postwar Nazi resistance? Such a movement, based in the fabled Alpine Redoubt, was in fact a real threat, ultimately neutralized by Germany’s flagging resources and squabbling officials. But had SS Obergruppenführer Reinhard Heydrich, the notorious Man with the Iron Heart, not been assassinated in 1942, fate might have taken a different turn. In this imagined world, Nazi forces launch a guerrilla war, using the quick and dirty tactics of terrorism to overturn what seemed to be a decisive victory. Suddenly the Allies–especially the United States–are mired in a long, seemingly unwinnable conflict while battling an invisible, unrelenting enemy.

• Sales Rank: #1166716 in Books
• Published on: 2009-07-28
• Released on: 2009-07-28
• Original language: English
• Number of items: 1
• Dimensions: 9.23" h x 1.20" w x 6.10" l, 1.19 pounds
• Binding: Paperback
• 560 pages

From Publishers Weekly
In this disturbing novel, Turtledove examines the possible responses of the U.S. Army, Congress and ordinary Americans if they had been confronted with asymmetrical warfare after the official surrender of Nazi Germany. In our time line, number two SS leader Reinhard Heydrich was killed in 1942. In this novel we see what might have happened had Heydrich survived and lived to lead a grassroots resistance movement. Borrowing ideas from their late Japanese allies, the fanatics of the German Freedom Front launch a campaign of suicide bombings, kidnappings and assassinations. The Russians respond with calculated brutality, while the mother of a slain American soldier pressures President Truman to bring the boys home. The parallels to the current situation in Iraq are obvious but cleverly drawn, leaving readers on both sides of the war debate with much to think about.
Copyright © Reed Business Information, a division of Reed Elsevier Inc. All rights reserved.

Review
“A fascinating theory of what might have happened if the Germans had refused to give up.”—Dayton Journal-News


“This dark masterpiece ranks in the [Harry] Turtledove canon with the classic Guns of the South and How Few Remain.”—Booklist, starred review

“Highly recommended . . . a pure page-turner . . . grounded in real history as well as contemporary headlines.”—Fantasy Book Critic

About the Author
Harry Turtledove is the award-winning author of the alternate-history works The Man with the Iron Heart, The Guns of the South, and How Few Remain (winner of the Sidewise Award for Best Novel); the War That Came Early novels: Hitler’s War, West and East, The Big Switch, Coup d’Etat, and Two Fronts; the Worldwar saga: In the Balance, Tilting the Balance, Upsetting the Balance, and Striking the Balance;the Colonization books: Second Contact, Down to Earth, and Aftershocks; the Great War epics: American Front, Walk in Hell, and Breakthroughs; the American Empire novels: Blood & Iron, The Center Cannot Hold, and Victorious Opposition; and the Settling Accounts series: Return Engagement, Drive to the East, The Grapple, andIn at the Death. Turtledove is married to fellow novelist Laura Frankos. They have three daughters: Alison, Rachel, and Rebecca.

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PDF Download Introduction to Theater: A Direct ApproachBy Laurie J. Wolf

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Introduction to Theatre: a Direct Approach addresses the student who is not a theatre major, but is taking a single course. The text attempts to address the most salient points pertinent to a beginning theatre course.

• Sales Rank: #523693 in Books
• Published on: 2012-11-21
• Released on: 2012-11-21
• Original language: English
• Number of items: 1
• Dimensions: 9.00" h x .30" w x 6.00" l, .41 pounds
• Binding: Paperback
• 118 pages

About the Author
Laurie J Wolf is an Associate Professor of Theatre at the College of William and Mary, where she teaches Theatre History, Critical Theory, Feminist Theory and Film Studies. She is the author of numerous articles and reviews, encyclopedia entries, book chapters and two books, an edited edition of Oscar Wilde's An Ideal Husband and Performance Analysis: An Introductory Coursebook (2001), co-written with Colin Counsell. Wolf also serves on the editorial boards of Theatre Annual and The International Journal of the Humanities. She holds a doctorate from the University of California, Los Angeles.

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Routledge Introductions to Applied Linguistics is a series of introductory level textbooks covering the core topics in Applied Linguistics, primarily designed for those beginning postgraduate studies, or taking an introductory MA course as well as advanced undergraduates. Titles in the series are also ideal for language professionals returning to academic study.

The books take an innovative 'practice to theory' approach, with a 'back-to-front' structure. This leads the reader from real-world problems and issues, through a discussion of intervention and how to engage with these concerns, before finally relating these practical issues to theoretical foundations. Additional features include a glossary of key terms, and discussion questions.

Following the back-to-front approach of the series, the book takes problematic issues in language pedagogy as its starting points. These are then examined in terms of second language acquisition. Each chapter begins with a look at the pedagogical proposals found in teacher guides and then asks ‘Do these proposals accord with what we know about how languages are acquired?’ Pedagogical topics covered include teaching methods, syllabus design, explicit instruction, comprehension versus production-based instruction, task-based instruction, authentic materials, the role of the learners’ first language in the classroom, error correction and catering for individual differences.

Including a glossary of key terms and questions for discussion at the end of each chapter, and assuming no prior knowledge of second language acquisition, this is the ideal text for all students studying language teaching methods, language teacher education, English teaching methodology and second language acquisition modules in advanced undergraduate and postgraduate/graduate TESOL and Applied Linguistics courses.

• Sales Rank: #446217 in Books
• Published on: 2013-09-21
• Released on: 2013-08-01
• Original language: English
• Number of items: 1
• Dimensions: 9.21" h x .91" w x 6.14" l, 1.36 pounds
• Binding: Paperback
• 400 pages

Review

"Another tour de force by Rod Ellis and his colleague Natsuko Shintani. Understanding language pedagogy through the eyes of second language research is a novel twist on this complex relationship and one which the authors are well qualified to do. An important read for any future language teacher." - Susan Gass, Michigan State University, USA

"This book will prove to be a valuable resource for anyone interested in second language acquisition but lacking experience in reading research articles. It distils complex and conflicting findings in a parsimonious and readable way and at the same time provides the reader with a rare and fascinating historical perspective." - Pauline Foster, St. Mary’s University College, UK

"The high level of clarity of this book is also striking, which is in a large part related to the authors’ talent in categorizing complicated concepts. Bridging language pedagogy and SLA is a complex task, but the authors suggest that the task could be approached in two different ways: applying SLA to language pedagogy and exploring language pedagogy through SLA. Such a division not only helps the authors justify the approach adopted in this book, but also helps readers conceptualize the relationship between SLA and language pedagogy." - Dr. Han Luo, LINGUIST List

 "...this book brings a fresh perspective to the problem of incorporating theory into practice, and its approachable nature may help to bridge the chasm between SLA researchers and language teachers in a way that respects both sides for their knowledge and expertise." - Glenn M. Davis, System

About the Author

Rod Ellis is Distinguished Professor in the Department of Applied Language Studies and Linguistics, University of Auckland. He is also a professor in the EdD in TESOL programme at Anaheim University, USA and a visiting professor at Shanghai International Studies University (SISU) as part of China’s Chang Jiang Scholars Programme. He is currently editor of the journal Language Teaching Research. In addition to his books on second language acquisition, he has authored a number of ELT textbooks, including Impact Grammar.

Natsuko Shintani is an Assistant Professor at the National Institute of Education, Nanyang Technological University, Singapore. She obtained her PhD from the University of Auckland in 2011. She has worked as a language teacher in Japan and New Zealand, including in her own private language school for children. Her research interests are the role of interaction in second language acquisition, corrective feedback and meta-analysis as a research tool.

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Free Download Forensic Investigation of Explosions, Second Edition (International Forensic Science and Investigation)From CRC Press

Free Download Forensic Investigation of Explosions, Second Edition (International Forensic Science and Investigation)From CRC Press

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Now in its second edition, Forensic Investigation of Explosions draws on the editor’s 30 years of explosives casework experience, including his work on task forces set up to investigate major explosives incidents. Dr. Alexander Beveridge provides a broad, multidisciplinary approach, assembling the contributions of internationally recognized experts who present the definitive reference work on the subject.

Topics discussed include:

• The physics and chemistry of explosives and explosions
• The detection of hidden explosives
• The effect of explosions on structures and persons
• Aircraft sabotage investigations
• Explosion scene investigations
• Casework management
• The role of forensic scientists
• Analysis of explosives and their residues
• Forensic pathology as it relates to explosives
• Presentation of expert testimony

With nearly 40 percent more material, this new edition contains revised chapters and several new topics, including:

• A profile of casework management in the UK Forensic Explosives Laboratory, one of the world’s top labs, with a discussion of their management system, training procedures, and practical approaches to problem solving
• Properties and analysis of improvised explosives
• An examination of the Bali bombings and the use of mobile analytical techniques and mobile laboratories
• The collection, analysis, and presentation of evidence in vehicle-borne improvised explosive device cases, as evidenced in attacks on US overseas targets

This volume offers valuable information to all members of prevention and post-blast teams. Each chapter was written by an expert or experts in a specific field and provides well-referenced information underlying best practices that can be used in the field, laboratory, conference room, classroom, or courtroom.

• Sales Rank: #1104714 in Books
• Published on: 2011-11-02
• Original language: English
• Number of items: 1
• Dimensions: 10.20" h x 1.50" w x 7.20" l, 4.15 pounds
• Binding: Hardcover
• 830 pages

Review

"If there is a book for explosives investigations that I can recommend to anyone training in the field of explosives, then it is without a doubt Forensic Investigation of Explosions. The book not only accompanies the beginner through the history of explosives and explosives investigations, but serves as a great tool for seasoned investigators, scientists, and bomb technicians as the world of explosives investigations evolves."
―Melanie Brochu, B.Sc. RCMP Forensic Specialist (Explosives), Ottawa, Ontario

About the Author

Dr. Alexander (Sandy) Beveridge is a consultant forensic chemist and lawyer in Vancouver, Canada. He is a fellow of the Chemical Institute of Canada and had a 30-year career in the Forensic Science Service of the Royal Canadian Mounted Police, where he headed the chemistry section in the Vancouver laboratory for many years. Sandy conducts courses and workshops on forensic investigation of explosions from practical, scientific, and legal perspectives for investigators and at academic institutions.

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Forensic Investigation of Explosions, Second Edition (International Forensic Science and Investigation)From CRC Press PDF

Forensic Investigation of Explosions, Second Edition (International Forensic Science and Investigation)From CRC Press PDF

Forensic Investigation of Explosions, Second Edition (International Forensic Science and Investigation)From CRC Press PDF

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