Introduction to Probability

Introduction to Probability

Author: Joseph K. Blitzstein

Publisher: CRC Press

Published: 2014-07-24

Total Pages: 599

ISBN-13: 1466575573

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Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.


Life At The Limit

Life At The Limit

Author: Sid Watkins

Publisher: Pan Macmillan

Published: 2013-03-07

Total Pages: 274

ISBN-13: 1447241010

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It's pretty rare to come across a motor racing book that tempts you to read the thing in one sitting but "Prof" Watkins has produced a gem ... [he] is a superb raconteur, not afraid to speak him mind yet peppering the gravity with occasionally side-splitting humour. No true motorsport fan should be without this book.' Autosport Grand Prix racing has undergone sweeping changes in the last thirty years. Many of these involve safety and medical rescue. The man behind them - a champion in the racing world although he has never won a race - is the eminent neurosurgeon Sid Watkins. Life at the Limit is his remarkable story. It spans the most exciting years in Grand Prix racing and includes intimate portraits of motorsport's greatest names, from Jackie Stewart and Niki Lauda to Alain Prost and Damon Hill. Sid Watkins has also witnessed, at first hand, some of the most severe and spectacular racing accidents. His account of these is made all the more poignant by the fact that some of the men he has rescued, sometimes at the point of death, have been personal friends. From Monza, in 1978, where Ronnie Petersen suffered a fatal accident, to Imola in May 1994 where Ayrton Senna met his untimely death, the high, and low, points of Grand Prix racing are vividly described. For all fans of Formula One, this is the inside story of the world's most dangerous sport.


Understanding Machine Learning

Understanding Machine Learning

Author: Shai Shalev-Shwartz

Publisher: Cambridge University Press

Published: 2014-05-19

Total Pages: 415

ISBN-13: 1107057132

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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.


All of Statistics

All of Statistics

Author: Larry Wasserman

Publisher: Springer Science & Business Media

Published: 2013-12-11

Total Pages: 446

ISBN-13: 0387217363

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Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.


The Inside Track

The Inside Track

Author: Jake Humphrey

Publisher: Simon and Schuster

Published: 2012-11-08

Total Pages: 238

ISBN-13: 1849837279

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Jake Humphrey had one of the best jobs in the world: flying around the world presenting Formula 1 to 6 million people is not a bad occupation. And there is plenty that the viewer doesn't get to see, quite a lot of it rather surprising too. Travelling around the globe in the F1 bubble, Jake brings the reader close to the action. With his unique access to the key characters in the sport, he reveals a side of figures such as Jenson Button and Lewis Hamilton, Michael Schumacher and Bernie Ecclestone not seen before. From techie heaven driving the Red Bull simulator to witnessing moments of great sporting triumph, Jake brings you behind the scenes in the paddock to behold the changing face of F1 and his life as a TV presenter permanently walking the tightrope of public humiliation.


Teach Yourself Java for Macintosh in 21 Days

Teach Yourself Java for Macintosh in 21 Days

Author: Laura Lemay

Publisher: Hayden

Published: 1996-01-01

Total Pages: 567

ISBN-13: 9781568302805

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Takes a tutorial approach towards developing and serving Java applets, offering step-by-step instruction on such areas as motion pictures, animation, applet interactivity, file transfers, sound, and type. Original. (Intermediate).


Introduction to Applied Linear Algebra

Introduction to Applied Linear Algebra

Author: Stephen Boyd

Publisher: Cambridge University Press

Published: 2018-06-07

Total Pages: 477

ISBN-13: 1316518965

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A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.


Concepts of Biology

Concepts of Biology

Author: Samantha Fowler

Publisher:

Published: 2023-05-12

Total Pages: 0

ISBN-13: 9781739015503

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Black & white print. Concepts of Biology is designed for the typical introductory biology course for nonmajors, covering standard scope and sequence requirements. The text includes interesting applications and conveys the major themes of biology, with content that is meaningful and easy to understand. The book is designed to demonstrate biology concepts and to promote scientific literacy.