Book picks similar to
Introduction to Empirical Bayes: Examples from Baseball Statistics by David Robinson
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data-science
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The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
Simon Singh - 1999
From Mary, Queen of Scots, trapped by her own code, to the Navajo Code Talkers who helped the Allies win World War II, to the incredible (and incredibly simple) logisitical breakthrough that made Internet commerce secure, The Code Book tells the story of the most powerful intellectual weapon ever known: secrecy.Throughout the text are clear technical and mathematical explanations, and portraits of the remarkable personalities who wrote and broke the world’s most difficult codes. Accessible, compelling, and remarkably far-reaching, this book will forever alter your view of history and what drives it. It will also make you wonder how private that e-mail you just sent really is.
A Mind for Numbers: How to Excel at Math and Science (Even If You Flunked Algebra)
Barbara Oakley - 2014
Engineering professor Barbara Oakley knows firsthand how it feels to struggle with math. She flunked her way through high school math and science courses, before enlisting in the army immediately after graduation. When she saw how her lack of mathematical and technical savvy severely limited her options—both to rise in the military and to explore other careers—she returned to school with a newfound determination to re-tool her brain to master the very subjects that had given her so much trouble throughout her entire life. In A Mind for Numbers, Dr. Oakley lets us in on the secrets to effectively learning math and science—secrets that even dedicated and successful students wish they’d known earlier. Contrary to popular belief, math requires creative, as well as analytical, thinking. Most people think that there’s only one way to do a problem, when in actuality, there are often a number of different solutions—you just need the creativity to see them. For example, there are more than three hundred different known proofs of the Pythagorean Theorem. In short, studying a problem in a laser-focused way until you reach a solution is not an effective way to learn math. Rather, it involves taking the time to step away from a problem and allow the more relaxed and creative part of the brain to take over. A Mind for Numbers shows us that we all have what it takes to excel in math, and learning it is not as painful as some might think!
Big Data Now: 2012 Edition
O'Reilly Media Inc. - 2012
It's not just a technical book or just a businessguide. Data is ubiquitous and it doesn't pay much attention toborders, so we've calibrated our coverage to follow it wherever itgoes.In the first edition of Big Data Now, the O'Reilly team tracked thebirth and early development of data tools and data science. Now, withthis second edition, we're seeing what happens when big data grows up:how it's being applied, where it's playing a role, and theconsequences -- good and bad alike -- of data's ascendance.We've organized the second edition of Big Data Now into five areas:Getting Up to Speed With Big Data -- Essential information on thestructures and definitions of big data.Big Data Tools, Techniques, and Strategies -- Expert guidance forturning big data theories into big data products.The Application of Big Data -- Examples of big data in action,including a look at the downside of data.What to Watch for in Big Data -- Thoughts on how big data will evolveand the role it will play across industries and domains.Big Data and Health Care -- A special section exploring thepossibilities that arise when data and health care come together.
Student Solutions Guide For Discrete Mathematics And Its Applications
Kenneth H. Rosen - 1988
These themes include mathematical reasoning, combinatorial analysis, discrete structures, algorithmic thinking, and enhanced problem-solving skills through modeling. Its intent is to demonstrate the relevance and practicality of discrete mathematics to all students. The Fifth Edition includes a more thorough and linear presentation of logic, proof types and proof writing, and mathematical reasoning. This enhanced coverage will provide students with a solid understanding of the material as it relates to their immediate field of study and other relevant subjects. The inclusion of applications and examples to key topics has been significantly addressed to add clarity to every subject. True to the Fourth Edition, the text-specific web site supplements the subject matter in meaningful ways, offering additional material for students and instructors. Discrete math is an active subject with new discoveries made every year. The continual growth and updates to the web site reflect the active nature of the topics being discussed. The book is appropriate for a one- or two-term introductory discrete mathematics course to be taken by students in a wide variety of majors, including computer science, mathematics, and engineering. College Algebra is the only explicit prerequisite.
The Midrange Theory
Seth Partnow - 2021
But what is a “good” shot? Are all good shots created equally? And how might one identify players who are more or less likely to make and prevent those shots in the first place? The concept of basketball “analytics,” for lack of a better term, has been lauded, derided, and misunderstood. The incorporation of more data into NBA decision-making has been credited—or blamed—for everything from the death of the traditional center to the proliferation of three-point shooting to the alleged abandonment of the area of the court known as the midrange. What is beyond doubt is that understanding its methods has never been more important to watching and appreciating the NBA. In The Midrange Theory, Seth Partnow, NBA analyst for The Athletic and former Director of Basketball Research for the Milwaukee Bucks, explains how numbers have affected the modern NBA game, and how those numbers seek not to “solve” the game of basketball but instead urge us toward thinking about it in new ways.The relative value of Russell Westbrook’s triple-doublesWhy some players succeed in the playoffs while others don’tHow NBA teams think about constructing their rosters through the draft and free agencyThe difficulty in measuring defensive achievementThe fallacy of the “quick two”From shot selection to evaluating prospects to considering aesthetics and ethics while analyzing the box scores, Partnow deftly explores where the NBA is now, how it got here, and where it might be going next.
Introduction to Probability
Joseph K. Blitzstein - 2014
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.
Learning From Data: A Short Course
Yaser S. Abu-Mostafa - 2012
Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover the topics in a story-like fashion. Our hope is that the reader can learn all the fundamentals of the subject by reading the book cover to cover. ---- Learning from data has distinct theoretical and practical tracks. In this book, we balance the theoretical and the practical, the mathematical and the heuristic. Our criterion for inclusion is relevance. Theory that establishes the conceptual framework for learning is included, and so are heuristics that impact the performance of real learning systems. ---- Learning from data is a very dynamic field. Some of the hot techniques and theories at times become just fads, and others gain traction and become part of the field. What we have emphasized in this book are the necessary fundamentals that give any student of learning from data a solid foundation, and enable him or her to venture out and explore further techniques and theories, or perhaps to contribute their own. ---- The authors are professors at California Institute of Technology (Caltech), Rensselaer Polytechnic Institute (RPI), and National Taiwan University (NTU), where this book is the main text for their popular courses on machine learning. The authors also consult extensively with financial and commercial companies on machine learning applications, and have led winning teams in machine learning competitions.
The Little SAS Book: A Primer
Lora D. Delwiche - 1995
This friendly, easy-to-read guide gently introduces you to the most commonly used features of SAS software plus a whole lot more! Authors Lora Delwiche and Susan Slaughter have revised the text to include concepts of the Output Delivery System; the STYLE= option in the PRINT, REPORT, and TABULATE procedures; ODS HTML, RTF, PRINTER, and OUTPUT destinations; PROC REPORT; more on PROC TABULATE; exporting data; and the colon modifier for informats. You'll find clear and concise explanations of basic SAS concepts (such as DATA and PROC steps), inputting data, modifying and combining data sets, summarizing and presenting data, basic statistical procedures, and debugging SAS programs. Each topic is presented in a self-contained, two-page layout complete with examples and graphics. This format enables new users to get up and running quickly, while the examples allow you to type in the program and see it work!
Spirit Guide
Raym Richards - 2009
The latest quantum physics discoveries are converging with ancient esoteric knowledge, held for centuries, by spiritual teachers and shaman in many cultures. Our consciousness affects everything around us.Spirit Guide explores many aspects of holistic beliefs and philosophies and our potential as human beings. It contains over fifty practical exercises that will help you experience our changing reality and assist with your own personal growth.Over 50,000 readers have enjoyed this book to date.Are you ready to boldly go where you haven’t been before? This book is for you!“Raym’s very comprehensive introduction to holistic thinking and living leaves no stone unturned. If you are just embarking on the journey of discovery for yourself, you will be lightly and often humorously guided in every facet. Contrasting the light style, some of the concepts covered are deep, but Raym at all times has your welfare uppermost in his approach. A master healer himself, he is there to guide you in deep meditative and healing experiences, and it may be that these are the real gems of this excellent primer of holism.”Elizabeth Stephens, Editor, LivingNow and Dare to Dream magazines“I really enjoyed reading Raym’s book.I found it inspiring and enlightening. It is a “must read” for everyone, especially those embarking on a spiritual journey. I highly recommend it.”Dr. Patricia Bragg ND. Ph.D. Health crusader
Numbers Guide: The Essentials of Business Numeracy
Richard Stutely - 1998
In addition to general advice on basic numeracy, the guide points out common errors and explains the recognized techniques for solving financial problems, analysing information of any kind, and effective decision making. Over one hundred charts, graphs, tables, and feature boxes highlight key points. Also included is an A-Z dictionary of terms covering everything from amortization to zero-sum game. Whatever your business, The Economist Numbers Guide will prove invaluable.
The Great Book of American Trivia: Fun Random Facts & American History (Trivia USA 2)
Bill O'Neill - 2017
A quick read packed with information from cover to cover. Here you will find out:
Which US president survived an assassination attempt - and didn’t even pause his speech?
What holiday’s origin story was actually just a tall tale to unite a country at war?
Where in the world can you find an American mountain range - that isn’t in America?
How did an earthquake lead to the Trail of Tears?
What First Lady gossip shook up an entire presidential cabinet?
Overstuffed like the Thanksgiving turkey with answers to these questions and more facts - sometimes fun, sometimes serious, but always as true as we can confirm amongst America’s fables - The Great Book of American Trivia takes on the real drama behind the quaint stories we found as students in US history books. A novelty amongst trivia books, here you’ll learn the real stories, the mysteries, and the fascinating tidbits about American history from its first inhabitants to present day.Whether you know nothing about America’s past or you consider yourself an expert, you’ll learn something new and find yourself entertained as you discover or relive the nation’s troubles, mistakes, triumphs, and challenges. Dig in now and start learning the interesting stories that shaped America into what it is today.
Mining of Massive Datasets
Anand Rajaraman - 2011
This book focuses on practical algorithms that have been used to solve key problems in data mining and which can be used on even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.
Flowers and Floral Patterns: 60 Full Page Line Drawings Ready For Coloring (Adult Coloring Books Book 2)
Sue Taylor-Cox - 2015
Your colorful pictures of flowers will produce a stunning flower art book that you can be proud of.In recent years coloring for grown-ups has become a widespread and growing hobby. There are of course many reasons for this, but here are just some...
Coloring Lowers Stress And Anxiety
Psychiatrists have long known that coloring relaxes the fear center of the brain and allows your mind to get some rest. In fact the founder of analytical psychology, Carl Jung, is known to have given his patients mandalas to color more than one hundred years ago. In today's hectic world the stress reducing properties of coloring are possibly more valuable than ever.
Coloring Trains Your Brain To Focus
Remaining inside the lines as you color needs focus and, while you are concentrating on this stress-free and relaxing activity, you can forget about your worries. Coloring is a mind exercise which allows you to put aside everything else for the time you spend coloring, and this is very important in our increasingly demanding world.
Coloring Helps In The Development Of Fine Motor Skills And Vision
Coloring forces the two hemispheres of the brain to work together and involves both the use of logic (necessary for coloring forms) and creativity (as we mix and match colors). In turn, this brings those areas of the brain responsible for fine motor skills and vision into play, and helps in keeping these active and in developing them further. It is this aspect of coloring which is being seen more and more as especially valuable for older individuals, as many in the medical profession believe that it can delay, or even prevent, the onset of dementia.
Coloring Provides The Chance To Be Social
Although you might feel that coloring should be a solo occupation, its rising popularity is quickly turning it into a social one. Friends, families, work colleagues and others are getting together to eat, drink and enjoy the chance to socialize, through their shared interest in coloring books. Without doubt, this is a perfect excuse for getting together, as coloring needs only a minimum of concentration and can easily be done in a group setting.
Coloring Lets You Be Yourself
There are no rules when it comes to coloring and your coloring book is your coloring book. If you mistakenly make the cat's back leg green because you mistook it for part of the grass, who cares? If you feel like making the sky yellow, what does it matter? You can be as creative as you wish because this is your coloring book, and yours alone."You may already be a convert to adult coloring, in which case you will already know and appreciate its value. This may however be a new project for you and one which you are considering for any one of several different reasons. If this is something new for you then I urge you to give it a try. There is a reason why so many people are fired up about the world of adult coloring, so join in and start enjoying the benefits for yourself today.
IMPORTANT
Please note that the illustrations in this Kindle book are deliberately of a relatively low quality in order to keep the download size of the book small.
DSLR Photography for Beginners: Best Way to Learn Digital Photography, Master Your DSLR Camera & Improve Your Digital SLR Photography Skills
Brian Black - 2013
From enthusiasts to those who have just been introduced to the beautiful world of photography, knowing the craft and equipment is essential. This little comprehensive guide for beginners will take you on an amazing journey of discovering how wonderful Digital Photography is and how mesmerizing the art can be. From the advantages of SLR and the importance of shutter speed, to the types of lenses and the significance of good lighting, you will soon be on your journey to capturing the most stunning pictures and a kaleidoscope of dazzling sights to be eternalized. Technology is ever changing and now with Digital Photography, the world can be seen in vivid colors through your art. Begin your journey right here, right now.
Secrets of Mental Math: The Mathemagician's Guide to Lightning Calculation and Amazing Math Tricks
Arthur T. Benjamin - 1993
Get ready to amaze your friends—and yourself—with incredible calculations you never thought you could master, as renowned “mathemagician” Arthur Benjamin shares his techniques for lightning-quick calculations and amazing number tricks. This book will teach you to do math in your head faster than you ever thought possible, dramatically improve your memory for numbers, and—maybe for the first time—make mathematics fun.Yes, even you can learn to do seemingly complex equations in your head; all you need to learn are a few tricks. You’ll be able to quickly multiply and divide triple digits, compute with fractions, and determine squares, cubes, and roots without blinking an eye. No matter what your age or current math ability, Secrets of Mental Math will allow you to perform fantastic feats of the mind effortlessly. This is the math they never taught you in school.Also available as an eBook