Book picks similar to
Practical Machine Learning in R by Fred Nwanganga
statistics
coding
data-science
interlibrary-loan
Doing Math with Python
Amit Saha - 2015
Python is easy to learn, and it's perfect for exploring topics like statistics, geometry, probability, and calculus. You’ll learn to write programs to find derivatives, solve equations graphically, manipulate algebraic expressions, even examine projectile motion.Rather than crank through tedious calculations by hand, you'll learn how to use Python functions and modules to handle the number crunching while you focus on the principles behind the math. Exercises throughout teach fundamental programming concepts, like using functions, handling user input, and reading and manipulating data. As you learn to think computationally, you'll discover new ways to explore and think about math, and gain valuable programming skills that you can use to continue your study of math and computer science.If you’re interested in math but have yet to dip into programming, you’ll find that Python makes it easy to go deeper into the subject—let Python handle the tedious work while you spend more time on the math.
Outbreaks and Epidemics: Battling Infection in the Modern World
Meera Senthilingam - 2020
Yet for all our advanced scientific knowledge, only one human disease – smallpox – has ever been eradicated globally.In recent years, outbreaks of Ebola and Zika have provided vivid examples of how difficult it is to contain an infection once it strikes, and the panic that a rapidly spreading epidemic can ignite. But while we chase the diseases we are already aware of, new ones are constantly emerging, initiating a new race to identify them. At the same time, antimicrobial resistance is harnessing infections that we once knew how to control, enabling them to thrive once more. Meera Senthilingam presents a timely look at humanity’s ongoing battle against infection, examining the successes and failures of the past, along with how we are confronting the challenges of today, and our chances of eradicating disease in the future.
The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
Sharon Bertsch McGrayne - 2011
To its adherents, it is an elegant statement about learning from experience. To its opponents, it is subjectivity run amok.In the first-ever account of Bayes' rule for general readers, Sharon Bertsch McGrayne explores this controversial theorem and the human obsessions surrounding it. She traces its discovery by an amateur mathematician in the 1740s through its development into roughly its modern form by French scientist Pierre Simon Laplace. She reveals why respected statisticians rendered it professionally taboo for 150 years—at the same time that practitioners relied on it to solve crises involving great uncertainty and scanty information (Alan Turing's role in breaking Germany's Enigma code during World War II), and explains how the advent of off-the-shelf computer technology in the 1980s proved to be a game-changer. Today, Bayes' rule is used everywhere from DNA de-coding to Homeland Security.Drawing on primary source material and interviews with statisticians and other scientists, The Theory That Would Not Die is the riveting account of how a seemingly simple theorem ignited one of the greatest controversies of all time.
Finding Harmony
Sally Hyder - 2011
She shared her passion for climbing with her partner Andrew and it was a dream come true when Andrew proposed at Everest Base Camp. For them, climbing mountains made anything seem possible and represented their attitude to life.But a year after Sally and Andrew were married Sally was diagnosed with Multiple Sclerosis. She was only 28 and was training to be a Macmillan nurse – she wanted to care for the terminally ill. But Sally was determined the disease wouldn't slow her down: she went back to work looking after others and, despite warnings that her condition could deteriorate in pregnancy, went on to have three beautiful children.But it was when her youngest child Melissa was diagnosed with severe autism that Sally began to spiral into depression. Sally felt guilty about the pressures faced by her elder daughter Clara in her role as carer. Sally worried that she was missing out on the freedom of childhood.She needed help. Unsure who to turn to, she happened upon Canine Partners and an extraordinary dog called Harmony. They formed an instant bond; Harmony can perform over 100 chores – from putting groceries into the trolley to handing over Sally's purse at the till. Harmony is an unending source of comfort: she intuitively knows when Sally is in pain and calms Melissa when she suffers panic attacks.Harmony has given Sally the ability to start living once more, and become a mother again in her own way. She has shown Sally that the sky's the limit and, with a taste for independence that she hadn't felt since her mountaineering days, Sally set her sights on the peaks of Ben Nevis once more.In August 2010 Sally planned to climb the hardest of the Munro Mountains. Sadly her first attempt was thwarted after her motorised wheelchair short-circuited. But Sally is a fighter and reached the summit in June 2011 with her husband by her side. And Harmony too, of course.
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are
Seth Stephens-Davidowitz - 2017
This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.
They Stole My Innocence
Madeleine Vibert - 2015
My throat tightens in fear…’At the tender age of five, Madeleine was living a daily nightmare. In a dark, grey building on Jersey, she was just another orphan, defenceless and alone. She was also an easy target. Unbeknownst to the outside world, the care home manager was abusing her, using her like she was his toy. “Say nothing, no one will believe a nasty little kid like you,” he’d whisper. Terrified, Madeleine would keep quiet. And, worse still, the home was selling the children to men who would inflict on them the worst possible abuse. No one cared.This is Madeleine’s heart-breaking story and her fight to survive.
Murder in Grosse Pointe Park: Privilege, Adultery, and the Killing of Jane Bashara
Steve Miller - 2015
When Joe turned himself in, he told the cops everything— including how he was hired for a hit by Jane’s husband. His payment: $2,000 and a used Cadillac.Born into one of Michigan’s elite families, Bob was sweeping out the back alley of a property he owned when his wife was being killed. He made sure the bartenders at the Hard Luck Lounge saw him there at the time of her murder. He’d often brought girlfriends by the same bar, and for the last year had been seen with one Rachel Gillett—riding around town in her convertible, even showing up at BDSM events in the suburbs of Detroit. .When Joe Gentz confessed, his 67 IQ and barfly reputation made him less than credible. Bob successfully denied any part in his wife’s murder. But he couldn’t deny his attempt to have Joe killed in prison.INCLUDES PHOTOS
Zentangle 3: With Rubber Stamps
Suzanne McNeill - 2010
If you are new to the Zentangle process, you will enjoy other books in this series: 'Zentangle Basics', 'Zentangle 2', and 'Totally Tangled'. These intriguing patterns all begin by following the Zen of tangle basics - start with simple lines and fill in the spaces, one step at a time. There are no mistakes, only opportunities. Like life, the designs develop into something unique and beautiful as they grow. This inspiring book is packed with plenty of ideas for combining tangles to create rich and delightful graphics.
Mark Steyn's Passing Parade
Mark Steyn - 2006
Inside you'll find Steyn's take on Ronald Reagan, Idi Amin, the Princess of Wales, Bob Hope, Madame Chiang Kai-shek, Artie Shaw and Pope John Paul II - plus Zimbabwe's Reverend Canaan Banana, Scotty from Star Trek, Nixon's secretary and Gershwin's girlfriend. It's the passing parade of our times, from presidents and prime ministers to the guy who invented Cool Whip.
Tamora Pierce
Donna Dailey - 2006
Biography of Tamora Pierce, who has written twenty-three young adult fantasy novels, in addition to many short stories, articles, and radio plays.
Life & Love: Creating The Dream
Lisa Messenger - 2015
But, while it can look perfect on paper, Lisa admits her life hasn’t always been that way. Blending advice from mentors and role models, together with lessons she’s learned the hard way, Lisa’s personal journey is proof that no mistake is undoable, no relationship is unfixable and no failure is in vain if you have the right attitude and an abundance of gratitude.“In the short time I have known Lisa, she’s had an infectious spark, and a crazy, fun, anything’s possible, entrepreneurial attitude. She’s a woman to watch.”- SIR RICHARD BRANSON
The 21 Biggest Lies about Donald Trump (and you!)
Kurt Schlichter - 2020
In Schlichter’s signature fast-paced and hilarious style, he debunks the 21 biggest lies the left is peddling to smear not only President Trump, but hardworking people across the country who are sick and tired of the swamp’s incompetent and self-serving leadership.Length: 8 hrs and 30 mins
Ctrl+Shift+Enter Mastering Excel Array Formulas: Do the Impossible with Excel Formulas Thanks to Array Formula Magic
Mike Girvin - 2013
Beginning with an introduction to array formulas, this manual examines topics such as how they differ from ordinary formulas, the benefits and drawbacks of their use, functions that can and cannot handle array calculations, and array constants and functions. Among the practical applications surveyed include how to extract data from tables and unique lists, how to get results that match any criteria, and how to utilize various methods for unique counts. This book contains 529 screen shots.
Our 50-State Border Crisis: How the Mexican Border Fuels the Drug Epidemic Across America
Howard G. Buffett - 2018
Howard G. Buffett has seen first-hand the devastating impact of cheap Mexican heroin and other opiate cocktails across America. Fueled by failing border policies and lawlessness in Mexico and Central America, drugs are pouring over the nation's southern border in record quantities, turning Americans into addicts and migrants into drug mules -- and killing us in record numbers. Politicians talk about a border crisis and an opioid crisis as separate issues. To Buffett, a landowner on the U.S. border with Mexico and now a sheriff in Illinois, these are intimately connected. Ineffective border policies not only put residents in border states like Texas and Arizona in harm's way, they put American lives in states like Oregon, Pennsylvania, and Vermont at risk. Mexican cartels have grown astonishingly powerful by exploiting both the gaps in our border security strategy and the desperation of migrants -- all while profiting enormously off America's growing addiction to drugs. The solution isn't a wall. In this groundbreaking book, Buffett outlines a realistic, effective, and bi-partisan approach to fighting cartels, strengthening our national security, and tackling the roots of the chaos below the border.