David Sumpter author photo
Image via 维基共享资源, 授权协议 CC BY 2.0.

David Sumpter

出生: June 27, 1973 – London, England, United Kingdom

David Sumpter is an applied mathematician and author whose work explores collective behavior, data science, decision-making, and football analytics. A professor at Uppsala University, he wrote Outnumbered, Soccermatics, and Four Ways of Thinking, helping bring mathematical ideas about society, sport, and uncertainty to a broad readership.

传记与作者历程

David Sumpter built his career at the intersection of mathematics, behavior and public communication. Originally from London, he took a PhD in mathematics at Manchester, held research positions at Oxford and Cambridge, and then moved to Sweden, where he became professor of applied mathematics at Uppsala University. His early academic reputation came from modeling how groups organize themselves, from bee colonies, ants and fish schools to segregation, social influence and other human systems. That breadth later became a hallmark of his writing: he treated mathematics not as abstract symbol-pushing, but as a practical language for explaining how living systems and societies move, decide and coordinate. ((https://www.bloomsbury.com/uk/author/david-sumpter/?utm_source=openai))

展开更多

名言

quote
The one thing that we just can’t stop ourselves from doing is thinking
-Four Ways of Thinking
quote
The scientific term for the movies I play in my head is model
-The Ten Equations That Rule the World
quote
I spent 10 years of my life studying the mathematics of fish
-TGG Podcast #46 - David Sumpter: Curiosity-based approach to analytics
quote
Maths isn’t just about the nine-times tables or pages full of long-division exercises, it is about thinking about and analysing our world
-Why football is played on the field of mathematics
quote
Public understanding of science is not just about the public understanding of my science. It is also about me understanding what the public knows
-How I started caring about what people actually cared about
quote
Avoiding silly mistakes is not the same thing as building a successful recruitment process
-The honest story of how data is used inside football clubs
quote
The typical stats we see on TV do not, in themselves, help teams win games
-What do you need to learn to work in football analytics?

发现更多

Mauboussin & Taleb: Probabilistic Decisions
学习计划

Mauboussin & Taleb: Probabilistic Decisions

This learning plan bridges the gap between theoretical randomness and practical decision science for professionals in finance, strategy, and leadership. By synthesizing the wisdom of Mauboussin and Taleb, it provides a robust toolkit for anyone needing to make high-stakes choices in an unpredictable world.

5 h 25 m4 章节
The Social Map: Decoding Human Dynamics
学习计划

The Social Map: Decoding Human Dynamics

In an increasingly complex world, understanding the underlying drivers of human behavior is a critical competitive advantage. This plan is designed for leaders, collaborators, and anyone looking to master the psychological tools necessary to navigate social landscapes and influence group outcomes.

2 h 14 m3 章节
Study Nate Silver's statistical methods
学习计划

Study Nate Silver's statistical methods

In an era of data overload, the ability to filter out noise is a critical competitive advantage. This plan is ideal for data analysts, political junkies, and sports bettors who want to adopt the rigorous, Bayesian-inspired framework that made Nate Silver a household name.

3 h 49 m4 章节
Master Probability in Life, Work & Business
学习计划

Master Probability in Life, Work & Business

In an increasingly unpredictable world, the ability to quantify risk and think statistically is a critical competitive advantage. This plan is designed for professionals and decision-makers who want to replace guesswork with data-driven confidence and sharper mental models.

5 h 2 m4 章节
Math, Tech, Sports, Biology & Business Skills
学习计划

Math, Tech, Sports, Biology & Business Skills

This interdisciplinary plan is designed for polymaths and future leaders who want to bridge the gap between technical logic and human performance. It is ideal for entrepreneurs and innovators looking to master the intersection of systems design, biological optimization, and business strategy.

5 h 52 m4 章节
Social. Skills, maths,
学习计划

Social. Skills, maths,

This unique learning plan bridges the gap between analytical logic and interpersonal intelligence. It is ideal for students or professionals looking to balance technical mathematical mastery with the sophisticated social dynamics required for modern leadership.

3 h 16 m4 章节
Explore Human, Tech & Social Sciences
学习计划

Explore Human, Tech & Social Sciences

This plan is essential for anyone looking to navigate the intersection of human behavior and rapid technological change. It is ideal for leaders, creators, and thinkers who want to understand how digital systems and social sciences converge to shape our future.

6 h 21 m4 章节
Master Math, Stats, and Computer Science
学习计划

Master Math, Stats, and Computer Science

This comprehensive learning path bridges the gap between theoretical mathematics and practical computational application. It is ideal for aspiring data scientists, engineers, and researchers who need a unified understanding of the quantitative sciences to build the next generation of intelligent systems.

6 h 6 m4 章节

社区声音

"I wish David Sumpter had been my maths teacher"

The Sunday Times

"With a refreshing mix of in-depth knowledge and personal honesty, David Sumpter answers both those questions"

Timandra Harkness

"Four Ways of Thinking by mathematician David Sumpter shows numbers illuminating human complexities"

New Scientist

"David Sumpter is mining a rich and deep seam here in Soccermatics"

Pat Nevin

"David Sumpter provides an entertaining tour that will change how you see the world"

Sean Carroll

"David Sumpter reckons with the sheer scales of the systems that manage much of our digital lives"

The Guardian

关于此页面的常见问题

由哥伦比亚大学校友在旧金山创建

BeFreed 汇聚了全球超过 1,000,000 求知若渴的学习者

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star

"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
platform
star
star
star
star
star

"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
platform
comments
12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
platform
star
star
star
star
star

"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
platform
comments
12
likes
108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
comments
96
likes
4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
platform
star
star
star
star
star

"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
platform
comments
201
thumbsUp
16

"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
star
star
star
star
star

"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
comments
37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
star
star
star
star
star
1.5K Ratings4.7
开启你的学习之旅,就是现在