Here are 100 books that The Numbers Game fans have personally recommended if you like
The Numbers Game.
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I started my career as a research scientist building machine learning algorithms for weather forecasting. Twenty years later, I found myself at a precision agriculture startup creating models that provided guidance to farmers on when to plant, what to plant, etc. So, I am part of the movement from academia to industry. Now, at Google Cloud, my team builds cross-industry solutions and I see firsthand what our customers need in their data science teams. This set of books is what I suggest when a CTO asks how to upskill their workforce, or when a graduate student asks me how to break into the industry.
What if you are faced with a problem for which a standard approach doesn’t yet exist? In such a case, you will need to be able to figure out the approach from the first principles. This book will help you learn how to derive insights starting from raw data.
'A statistical national treasure' Jeremy Vine, BBC Radio 2
'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular Science
Do busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.
Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way…
I’m a communication professor at Fairleigh Dickinson University, a social media user, and a mom. After Donald Trump won the 2016 presidential election, I wrote an op-ed for CNN arguing that he’d won the election on social media, and I just never stopped writing. A few hundred op-eds and a book later, I’m still interested in what social media is doing to us all and the issues women are up against in our society. My book allowed me to explore how social media is impacting every single aspect of the lives of women and girls and exactly what we can do about it. I wrote it as a call to arms.
The opening of this book about how public transport systems have been designed to get men where they need to go (to the city center for work) but not women where we often go (all over neighborhoods caring for people) just blew my mind.
I loved how Criado Perez challenges so many things we take for granted – like why you can go out with a client after work and expense your steak and drinks but not the babysitter you have to hire. Her explanations of how the world is basically designed for men helped me understand why the voice control system in my car never seems to understand me and why there’s always a line for the ladies’ room.
Winner of the 2019 Financial Times and McKinsey Business Book of the Year Award Winner of the 2019 Royal Society Science Book Prize
Data is fundamental to the modern world. From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.
I draw and write the Sketchplanations newsletter, in which I'm slowly explaining the world, one sketch at a time. In it, I blend my training as a designer and entrepreneur, what I learned in my PhD at UC Berkeley, and my amateur love of sketching, and I try to share my personal lightbulb moments through simple sketches. I'm constantly looking for ideas that change how I look at the world and myself. The books here are some of those that have given me the most valuable ideas I want to share and entertained me along the way.
In this book, Rosling repeatedly and humbly shows how so many of the facts I thought I knew about the world—such as where energy comes from, how incomes compare across countries, or how many people are being affected by disasters—were just plain wrong.
I first saw Hans Rosling explaining the trajectories and development of countries using animated charts in a hugely popular TED talk. Through persuasive charts and explanations, he showed me how things can be bad and still be getting better and how the world has already improved in so many ways. I read it and was educated.
'A hopeful book about the potential for human progress when we work off facts rather than our inherent biases.' BARACK OBAMA
'One of the most important books I've ever read - an indispensable guide to thinking clearly about the world.' BILL GATES
*#1 Sunday Times bestseller * New York Times bestseller * Observer 'best brainy book of the decade' * Irish Times bestseller * Guardian bestseller * audiobook bestseller *
Factfulness: The stress-reducing habit of only carrying opinions for which you have strong supporting facts.
When asked simple questions about global trends - why the world's population is increasing; how…
Tim Harford is the author of nine books, including The Undercover Economist and The Data Detective, and the host of the Cautionary Tales podcast. He presents the BBC Radio programs More or Less, Fifty Things That Made The Modern Economy, and How To Vaccinate The World. Tim is a senior columnist for the Financial Times, a member of Nuffield College, Oxford, and the only journalist to have been made an honorary fellow of the Royal Statistical Society.
This is a clever and highly readable guide to the brave new world of algorithms: what they are, how they work, and their strengths and weaknesses. It’s packed with stories and vivid examples, but Dr Fry is a serious mathematician and when it comes to the crunch she is well able to show it with clear and rigorous analysis.
When it comes to artificial intelligence, we either hear of a paradise on earth or of our imminent extinction. It's time we stand face-to-digital-face with the true powers and limitations of the algorithms that already automate important decisions in healthcare, transportation, crime, and commerce. Hello World is indispensable preparation for the moral quandaries of a world run by code, and with the unfailingly entertaining Hannah Fry as our guide, we'll be discussing these issues long after the last page is turned.
I'm a Professor of Sensory and Behavioural Ecology at Queen Mary College of the University of London and also the founder of the Research Centre for Psychology at Queen Mary. I've been fascinated by the strange world of insects since childhood and after taking the first glance into a beehive, I was hooked – I instantly knew that I was looking into a form of alien civilization. Since becoming a scientist, I have explored their strange perceptual worlds as well as their intelligence, and most recently the question of their consciousness. I hope you find wonderful insights in the books that I have suggested and a new respect for the animal minds that surround us.
In contrast to the other books that delve into a wide array of questions surrounding animal cognition, this book hones in on a specific mental capacity: the number sense.
The numerical system we're taught in school often stands as a symbol of human intellectual achievement. However, Can Fish Count? takes us on a captivating journey, exploring counting practices across various cultures, from the Incas and Mayans to the Warlpiri, then delving deep into prehistory to Neanderthals, and even examining a diverse range of creatures including primates, insects, and yes, fish.
Brian Butterworth's riveting research unveils a surprising truth: counting is a universal phenomenon, ingrained in our existence since the times of our Cambrian ancestors. It's highly probable that this holds true for other facets of animal intelligence as well; their origins may stretch back over an astounding 500 million years.
'What I like best about this fascinating book is the detail. Brian Butterworth doesn't just tell us stories of animals with numerical abilities: he tells us about the underlying science. Elegantly written and a joy to read' - Professor Ian Stewart, author of What's the Use? and Taming the Infinite
'Full of thought-provoking studies and animal observations' - Booklist
'Enlightening and entertaining' - Publishers Weekly
The Hidden Genius of Animals: Every pet owner thinks their own dog, cat, fish or hamster is a genius. What makes CAN FISH COUNT? so exciting is the way it unveils just how widespread intelligence…
Meaningful communications with people through life, books, and films have always given me a certain kind of mental nirvana of being transported to a place of delight. I see fine writing as an informative and entertaining conversation with a stranger I just met on a plane who has interesting things to say about the world. Books of narrative merit in mathematics and science are my strangers eager to be met. For me, the best narratives are those that bring me to places I have never been, to tell me things I have not known, and to keep me reading with the feeling of being alive in a human experience.
More than any other, this book influenced me most about wanting to study mathematics. Of course, I was young at the time and strongly partial to Einstein’s remark, “This is beyond doubt the most interesting book on the evolution of mathematics which has ever fallen into my hands.” Many years later, when I exhaustively tried to find the book in any bookstore I passed, it was out of print. So I suggested it to my publisher, who immediately acquired the rights and republished it under my editing guidelines. It is the quintessential lure into mathematics for readers of any age.
"Beyond doubt the most interesting book on the evolution of mathematics which has ever fallen into my hands."—Albert Einstein
Number is an eloquent, accessible tour de force that reveals how the concept of number evolved from prehistoric times through the twentieth century. Renowned professor of mathematics Tobias Dantzig shows that the development of math—from the invention of counting to the discovery of infinity—is a profoundly human story that progressed by “trying and erring, by groping and stumbling.” He shows how commerce, war, and religion led to advances in math, and he recounts the stories of individuals whose breakthroughs expanded the…
As a boy, Joseph D’Agnese grew up absolutely convinced that he was terrible at two school subjects: math and science. Lo and behold—he ended up making a career writing about both! For more than seven years, he edited a children’s math magazine for Scholastic, and was rewarded for his work by multiple Educational Press Association Awards. His children's book about the Fibonacci Sequence, Blockhead: The Life of Fibonacci, is available in five languages worldwide, and as a classroom DVD. Blockhead is an Honor Book for the Mathical Book Prize—the first-ever prize for math-themed children's books. Joe’s work in science journalism has been featured twice in the prestigious annual anthology, Best American Science Writing.
Big numbers are just as amazing to kids as dinosaurs, and for the same reason. They’re so incredibly huge that they boggle the mind. This book helps kids comprehend big numbers using everyday objects and scenarios. If a million kids sat on each other’s shoulders, how high would they be able to reach? How long would it take to count to a million? Once they master a million, your kid will be well on their way to tackling quadrillions, nonillions, and, heaven help us, decillions!
“A jubilant, original picture book.” —Booklist (starred review)
Ever wonder just what a million of something means? How about a billion? Or a trillion? Marvelosissimo the mathematical magician can teach you!
How Much Is a Million? knocks complex numbers down to size in a fun, humorous way, helping children conceptualize a difficult mathematical concept. It's a math class you'll never forget.
This classic picture book is an ALA Notable Book, a Reading Rainbow Feature Selection, and a Boston Globe/Horn Book Honor Book for Illustration.
The repackage of this fun look at math concepts includes a letter from the author that…
I’m an American author and writing teacher for both Harvard and Oxford’s online writing programs. I am also a mother of two who lived three years in a tiny backyard guest house with my family in an effort to focus more on what we love. Editing books is a practice I have honed over decades, and when my family was stuck in a living situation that felt unsustainable, the clearest way forward was for me to ask myself how I might edit our way out of it. It worked! In this book, I share the most valuable eight principles that we learned through the process.
This book is a gem! This book is a gem! Its common sense about organizing is sound and wonderfully useful.
It is humbly written, sweetly funny, and applicable to many areas of life. It is the book I reread whenever I am stressed out, the book whose principles have impacted how I teach, write, parent, and organize my home and my life.
The New York Times bestselling guide to putting things in order. Put America's #1 organizer to work for you.
Getting organized is a skill that anyone can learn, and there's no better teacher than America's organizing queen, Julie Morgenstern, as hundreds of thousands of readers have learned. Drawing on her years of experience as a professional organizer, Morgenstern outlines a simple organizing plan that starts with understanding your individual goals, natural habits, and psychological needs, so that you can work with your priorities and personality rather than against them. The basic steps-Analyze, Strategize, Attack-can be applied to any space or…
A noted quantitative hedge fund manager and quant finance author, Ernie is the founder of QTS Capital Management and Predictnow.ai. Previously he has applied his expertise in machine learning at IBM T.J. Watson Research Center’s Human Language Technologies group, at Morgan Stanley’s Data Mining and Artificial Intelligence Group, and at Credit Suisse’s Horizon Trading Group. Ernie was quoted by Bloomberg, the Wall Street Journal, New York Times, Forbes, and the CIO magazine, and interviewed on CNBC’s Closing Bell program. He is an adjunct faculty at Northwestern University’s Master’s in Data Science program and supervises student theses there. Ernie holds a Ph.D. in theoretical physics from Cornell University.
I have used this book to teach my Financial Risk Analytics course at Northwestern University for many years. As a textbook, it is surprisingly easy to read, and the abundant exercises are great. This would be a foundational text to read after you have read my own books. It puts you on solid ground to understand all the financial babble that you may read elsewhere. It includes extensive coverage of most basic topics important to a serious quantitative trader, while not being overly mathematical. Easily understandable if you have basic programming and math background from first year of university.
Everything is practical in this book, which isn’t what you would expect from a textbook! There is no math for math’s sake. I have used the techniques discussed in this book for real trading, and for creating features at my machine learning SaaS predictnow.ai. Examples: What’s the difference between net…
The new edition of this influential textbook, geared towards graduate or advanced undergraduate students, teaches the statistics necessary for financial engineering. In doing so, it illustrates concepts using financial markets and economic data, R Labs with real-data exercises, and graphical and analytic methods for modeling and diagnosing modeling errors. These methods are critical because financial engineers now have access to enormous quantities of data. To make use of this data, the powerful methods in this book for working with quantitative information, particularly about volatility and risks, are essential. Strengths of this fully-revised edition include major additions to the R code…
I am a financial data scientist. I think it is important that data scientists are highly specialized if they want to be effective in their careers. I run a business called Conlan Scientific out of Charlotte, NC where me and my team of financial data scientists tackle complicated machine learning problems for our clients. Quant trading is a gladiator’s arena of financial data science. Anyone can try it, but few succeed at it. I am sharing my top five list of math books that are essential to success in this field. I hope you enjoy.
One of my favorite professors, Gretchen Martinet, used this to teach a course called “Mathematical Statistics” when I was at the University of Virginia. It is an extremely profound course full of dense but fundamental mathematical proofs in classical statistics.
You will learn why the formula for the normal distribution is the way it is, why the sum of squares appears everywhere in statistics, and how to fit a linear regression by hand. In the same way calculus elevates our understanding of rates of changes, the book elevates your understanding of samples, averages, and distributions. Quant trading requires an intuitive sense of how data, models, and aggregates work, making this content essential for your success.
Modern Mathematical Statistics with Applications, Second Edition strikes a balance between mathematical foundations and statistical practice. In keeping with the recommendation that every math student should study statistics and probability with an emphasis on data analysis, accomplished authors Jay Devore and Kenneth Berk make statistical concepts and methods clear and relevant through careful explanations and a broad range of applications involving real data.
The main focus of the book is on presenting and illustrating methods of inferential statistics that are useful in research. It begins with a chapter on descriptive statistics that immediately exposes the reader to real data. The…
