Book picks similar to
Practical Machine Learning in R by Fred Nwanganga


statistics
stats-and-r-etc
data-science
non-fiction

Plan: Epstein, Maddon, and the Audacious Blueprint for a Cubs Dynasty


David Kaplan - 2017
    It would require a complete team tear-down and turnover, a new farm system foundation of young talent which Epstein and Cubs GM Jed Hoyer gradually added to with gutsy trades and timely signings. After years of rebuilding, Epstein's crystalline vision has been unquestionably realized in the form of one of the most exciting and talented teams in baseball, led by heavyweights like Anthony Rizzo and Kris Bryant as well as visionaries like manager Joe Maddon. In The Plan, David Kaplan of CSN Chicago and ESPN Radio goes behind the scenes with the Cubs and their front office, walking the steps of their captivating rise to becoming 2016 World Series champions. Featuring exclusive interviews with Epstein, owner Tom Ricketts, and other team insiders, this is the definitive account of a new era on the North Side.

Taken: The Agonising True Story of My Missing Sister


Sharon Hamilton - 2009
    Taken is Sharon’s story of the long years between her sister Vicky’s disappearance and the discovery, seventeen years later, of her body in the garden of a house once occupied by Peter Tobin, who will stand trial for her murder.

Mission 27


Mark Feinsand - 2019
    With the previous season's failed playoff bid still as fresh as the paint job on the new Yankee Stadium, a 27th championship flag represented both the floor and the ceiling in the eyes of a squad. It was the last title for the "Core Four"—Derek Jeter, Mariano Rivera, Jorge Posada, and Andy Pettitte—who would each retire over the course of the next five years. It would be the lone title for Alex Rodriguez, Mark Teixeira, A.J. Burnett, and Nick Swisher, each of whom saw memorable peaks and valleys during their time in the Bronx. For CC Sabathia and Brett Gardner, it was their first championship, though the veterans were still in pinstripes as the latest generation of Yankees arrived for what they hope will be the next dynasty. Mission 27 is a thoroughly reported examination of an unforgettable season, packed with interviews with the full cast of key players, team executives, broadcasters, and more.

The People's Almanac #2


David Wallechinsky - 1978
    This book is not a revision of the previous People's Almanac but a brand new book containing over one million new words. Its contents equal ten-normal sized books. It searches behind the facts to offer inside information as well as constant entertainment.

Case in Point 9: Complete Case Interview Preparation


Marc P. Cosentino - 2016
    He takes you inside a typical interview by exploring the various types of case questions and he shares with you the acclaimed Ivy Case System which will give you the confidence to answer even the most sophisticated cases. The book includes over 40 strategy cases, ten case starts exercises and 21 ways to cut costs, plus much, much more!

Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences


Jacob Cohen - 1975
    Readers profit from its verbal-conceptual exposition and frequent use of examples.The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 .Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.

Predictive Analytics for Dummies


Anasse Bari - 2013
    Predictive Analytics For Dummies explores the power of predictive analytics and how you can use it to make valuable predictions for your business, or in fields such as advertising, fraud detection, politics, and others. This practical book does not bog you down with loads of mathematical or scientific theory, but instead helps you quickly see how to use the right algorithms and tools to collect and analyze data and apply it to make predictions.Topics include using structured and unstructured data, building models, creating a predictive analysis roadmap, setting realistic goals, budgeting, and much more.Shows readers how to use Big Data and data mining to discover patterns and make predictions for tech-savvy businesses Helps readers see how to shepherd predictive analytics projects through their companies Explains just enough of the science and math, but also focuses on practical issues such as protecting project budgets, making good presentations, and more Covers nuts-and-bolts topics including predictive analytics basics, using structured and unstructured data, data mining, and algorithms and techniques for analyzing data Also covers clustering, association, and statistical models; creating a predictive analytics roadmap; and applying predictions to the web, marketing, finance, health care, and elsewhere Propose, produce, and protect predictive analytics projects through your company with Predictive Analytics For Dummies.

Introductory Statistics


Neil A. Weiss - 1987
    This book develops statistical thinking over rote drill and practice. The Nature of Statistics; Organizing Data; Descriptive Measures; Probability Concepts; Discrete Random Variables; The Normal Distribution; The Sampling Distribution of the Sample Menu; Confidence Intervals for One Population Mean; Hypothesis Tests for One Population Mean; Inferences for Two Population Means; Inferences for Population Standard Deviations; Inferences for Population Proportions; Chi-Square Procedures; Descriptive Methods in Regression and Correlation; Inferential Methods in Regression and Correlation; Analysis of Variance (ANOVA) For all readers interested in Introductory Statistics.

The Krays: The Prison Years


David Meikle - 2017
    With violence and intimidation they were the kings of London. They sipped champagne with celebrities and rubbed shoulders with politicians. They were untouchable. Until they weren’t. After an undercover operation, the Kray twins were found guilty of murder and were sentenced to life in prison. They were just 35 years old. But once inside, the twins were determined to make their stay truly historic. The Twins began earning more money inside than they ever did on the streets. They sold branded t-shirts and memorabilia and they allowed books and films to be published about their lives. They didn't stop. Whilst locked up, their mother died as did their brother Charlie, and their associates and friends all fell away. But while Britain changed as a nation, the brothers continued to operate as the gangsters they once were. Their violence ingrained so deep that they couldn’t leave it behind. The Krays: The Prison Years explores the fascinating and largely untold story of the Kray twins following their imprisonment.

Day-by-day Pregnancy Book


Maggie Blott - 2014
    No other pregnancy book provides this level of detail, allied with such extraordinary photographs, 3D scans and illustrations which reveal in unprecedented clarity exactly what is happening to you and your baby every single day.From early foetal development to how your hormones prepare you for birth, learn from world-class experts. Plus, obstetricians, midwives and parents advise on your baby's development, medical matters, your changing body, diet, fitness and much more.The Day-by-day Pregnancy Book (previous ISBN 9781405332101) includes a special hour-by-hour rundown of what to expect during and immediately after birth, plus further reassurance for the first two weeks of your baby's life, will give a helping hand through the culmination of your pregnancy, from pain relief to those first intimate and unique moments between you and your child.

Matron at Last


Evelyn Prentis - 2012
    'There was a woman who used to use it, but that was because she was a bit stuck up. She soon went off the idea when it started to get cold.' After working as a nurse for thirty years, Evelyn left the hospital to become a full-time Matron at The Lodge -- a home for elderly ladies of reduced circumstances. Evelyn was nothing like the matrons she had known and feared in the past. In spite of broken nights and hot dinners left to get cold, Mrs Peters with her temper and Mrs Harrison with her 24-hour piano playing, her new role offered a chance to make a difference to her ladies' lives. Even though it did mean she was on call twenty-four hours a day, this is Evelyn's funny and affectionate memoir of her years -- at last! -- as a Matron.

Survey Methodology


Robert M. Groves - 2004
    Survey Methodology describes the basic principles of survey design discovered in methodological research over recent years and offers guidance for making successful decisions in the design and execution of high quality surveys. Written by six nationally recognized experts in the field, this book covers the major considerations in designing and conducting a sample survey. Topical, accessible, and succinct, this book represents the state of the science in survey methodology. Employing the "total survey error" paradigm as an organizing framework, it merges the science of surveys with state-of-the-art practices. End-of-chapter terms, references, and exercises enhance its value as a reference for practitioners and as a text for advanced students.

A Whirlwind Tour of Python


Jake Vanderplas - 2016
    This report provides a brief yet comprehensive introduction to Python for engineers, researchers, and data scientists who are already familiar with another programming language.Author Jake VanderPlas, an interdisciplinary research director at the University of Washington, explains Python’s essential syntax and semantics, built-in data types and structures, function definitions, control flow statements, and more, using Python 3 syntax.You’ll explore:- Python syntax basics and running Python codeBasic semantics of Python variables, objects, and operators- Built-in simple types and data structures- Control flow statements for executing code blocks conditionally- Methods for creating and using reusable functionsIterators, list comprehensions, and generators- String manipulation and regular expressions- Python’s standard library and third-party modules- Python’s core data science tools- Recommended resources to help you learn more

The Delusion of Passion: Why Millennials Struggle to Find Success


David Anderson - 2016
    A brilliantly written, simple, and practical guide to develop a life that you are truly excited about living!Long DescriptionWe ve all grown up hearing statements that sound like There are more important things in the world than money...follow your passion or When you find your true passion, you'll never feel like you're working a day in your life.In our culture, there is a premium placed on finding our passion, as though somehow once we've found it, our lives will finally start to come together as we've always imagined. We've held onto these beliefs about passion and have made daily and even life-changing decisions based on the principle of following our passion.Is passion important in living a fulfilled life? Absolutely. But as the famous adage goes, It s not the things that you don t know that hurt you... It's the things you think are true that aren t that really mess you up.Unfortunately, there are a number of beliefs we have about trying to find our passion that are creating more questions, frustrations and confusion in our lives. Of course, something in these beliefs must be true (or they wouldn't resonate with us so strongly), but how do we separate fact from delusion? Instead of hoping to find a life of passion, how do we CREATE a life we are passionate about living?The Delusion of Passion: Why Millennials Struggle to Find Success was written to clarify truth from delusion in our commonly held beliefs about passion, and to put people in the driver's seat, creating a life they are passionate about living. It is written for Millennials and by Millennials to help our generation tap into new levels of productivity and intentionality in everything we do, and in our pursuit of personal excellence. Even those not in our generation have gained insights from this book into the Millennial mind, on how to work with Millennials effectively, and helping to clarify their own personal journeys as well.

Marriages & Families: Changes, Choices, and Constraints


Nijole V. Benokraitis - 1993
    The text's major theme "Changes, Choices, and Constraints" explores: Contemporary "changes "in families and their structure Impacts on the "choices "that are available to family members ""Constraints ""that often limit our choices Through this approach, students are better able to understand what the research and statistics mean "for themselves"! Marriages and Families balances theoretical and empirical discussions with practical examples and applications. It highlights important contemporary changes in society and the family. This text is written from a sociological perspective and incorporates material from other disciplines: history, economics, social work, psychology, law, biology, medicine, family studies, women's studies, and anthropology. "More about the themes: " "Changes"Examines how recent profound structural and attitudinal changes affect family forms, interpersonal relationships, and raising children. It reaches beyond the traditional discussions to explore racial-ethnic families, single-parent families and gay families as well as the recent scholarship by and about men, fathers, and grandfathers. Contemporary American marriages and families vary greatly in structure, dynamics, and cultural heritage. Thus, discussions of gender roles, social class, race, ethnicity, age, and sexual orientation are integrated throughout this book. To further strengthen students understanding of the growing diversity among today's families, the author included a series of boxes that focus on families from many cultures. "Choices"On the individual level, family members have many more choices today than ever before. People feel freer to postpone marriage, to cohabit, or to raise children as single parents. As a result, household forms vary greatly, ranging from commuter marriages to those in which several generations live together under the same roof. "Constraints"Although family members choices are more varied today, we also face greater macro- level constraints. Our options are increasingly limited, for example, by government policies. Economic changes often shape family life and not vice versa. Political and legal institutions also have a major impact on most families in tax laws, welfare reform, and even in defining what a family is. Because laws, public policies, and religious groups affect our everyday lives, the author has framed many discussions of individual choices within the larger picture of the institutional constraints that limit our choices.To learn more about the new edition, click here to visit the showcase site.