Introduction to Probability

Introduction to Probability
Author: Joseph K. Blitzstein
Publisher: CRC Press
Total Pages: 599
Release: 2014-07-24
Genre: Mathematics
ISBN: 1466575573

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.

Understanding Machine Learning

Understanding Machine Learning
Author: Shai Shalev-Shwartz
Publisher: Cambridge University Press
Total Pages: 415
Release: 2014-05-19
Genre: Computers
ISBN: 1107057132

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

Life At The Limit

Life At The Limit
Author: Sid Watkins
Publisher: Pan Macmillan
Total Pages: 274
Release: 2013-03-07
Genre: Sports & Recreation
ISBN: 1447241010

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.

All of Statistics

All of Statistics
Author: Larry Wasserman
Publisher: Springer Science & Business Media
Total Pages: 446
Release: 2013-12-11
Genre: Mathematics
ISBN: 0387217363

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.

Teach Yourself Java for Macintosh in 21 Days

Teach Yourself Java for Macintosh in 21 Days
Author: Laura Lemay
Publisher: Hayden
Total Pages: 567
Release: 1996-01-01
Genre: Computers
ISBN: 9781568302805

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).

Fundamentals of Biostatistics

Fundamentals of Biostatistics
Author: Bernard Rosner
Publisher: Cengage Learning
Total Pages: 0
Release: 2015-07-29
Genre: Mathematics
ISBN: 9781305268920

Bernard Rosner's FUNDAMENTALS OF BIOSTATISTICS is a practical introduction to the methods, techniques, and computation of statistics with human subjects. It prepares students for their future courses and careers by introducing the statistical methods most often used in medical literature. Rosner minimizes the amount of mathematical formulation (algebra-based) while still giving complete explanations of all the important concepts. As in previous editions, a major strength of this book is that every new concept is developed systematically through completely worked out examples from current medical research problems. Most methods are illustrated with specific instructions as to implementation using software either from SAS, Stata, R, Excel or Minitab. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

The Inside Track

The Inside Track
Author: Jake Humphrey
Publisher: Simon and Schuster
Total Pages: 238
Release: 2012-11-08
Genre: Sports & Recreation
ISBN: 1849837279

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.

Introduction to Applied Linear Algebra

Introduction to Applied Linear Algebra
Author: Stephen Boyd
Publisher: Cambridge University Press
Total Pages: 477
Release: 2018-06-07
Genre: Business & Economics
ISBN: 1316518965

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