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# Stats + related links for *A Complete Guide To Math And Statistics For Data Science*

In this article, we provide a comprehensive guide for individuals looking to get started with data science.

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Data Science Central

### Math for Data Science in One Picture: What do you REALLY need to study?

Data Science Central

From 2019 · In my last blog post, I covered the statistics you need to know for data science. But of course, stats isn't the only math related knowledge you need. Rather t…

Reader View · Shared by 155, including Katja Evertz, Andreas Staub, Kirk Borne, Dr. Craig Brown, Jacob du Toit

Quanta Magazine

### Landmark Computer Science Proof Cascades Through Physics and Math

Quanta Magazine

6 min read · From 2020 · Computer scientists established a new boundary on computationally verifiable knowledge. In doing so, they solved major open problems in quantum mechanics and pure mathematics.

Reader View · Shared by 346, including Philipp Laurim, sircharlsxavier, Elyzer Gatez, ipfconline, Nico Müller 🇺🇦, Yisong Yue, andre hollstein, rohit, Noel Jacob, Jonathan Kogan, Matteo Furia, Christopher D. Long (Крістофер Д. Лонг), ExApologist, Pascal Sulser, 瑞拿頭, Matthias Lampe, James Wooden, Matthew Green

Farnam Street

### Math Makes Life Beautiful.

Farnam Street

5 min read · May 10th · Math has long been the language of science, engineering, and finance, but can math help you feel calm on a turbulent flight? Get a date? Make better decisions? Here are some heroic ways math shows up…

Reader View · Shared by 659, including Leonardo Sumulong, Marcos, Jason Lauritsen, Mike Taylor, Scott Monty, Massimiliano Aroffo

Data Science Central

### Difference between Machine Learning, Data Science, AI, Deep Learning, and Statistics

Data Science Central

10 min read · From 2017 · In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, de…

Reader View · Shared by 182, including Thomas Power, Dr. Marcell Vollmer 🇺🇦 #StaySafe & Carpe Diem, Sarah-Jayne Gratton, Augusto Rückert, Vašek, Mattias Tyrberg, Pinei, Nico Müller 🇺🇦, Ron McIntyre, Juan Antonio Ortiz, Jakub Albert Ferenc, Rezha Julio

KDnuggets

### How Much Math do you need in Data Science?

KDnuggets

3 min read · From 2020 · There exist so many great computational tools available for Data Scientists to perform their work. However, mathematical skills are still essential in data science and machine learning because these…

Reader View · Shared by 108, including Mark Tabladillo PhD, Dean of Big Data 🎓 #DOBD, Yves Mulkers, Dr. Marcell Vollmer 🇺🇦 #StaySafe & Carpe Diem, Ronald van Loon, Ferit (at 🏠) 🌙, Craig Brown, PhD, Marcus Borba

Quanta Magazine

### The Year in Math and Computer Science

Quanta Magazine

7 min read · 2021-12-23 · Mathematicians and computer scientists answered major questions in topology, set theory and even physics, even as computers continued to grow more capable.

Reader View · Shared by 256, including Esther Schindler

Data Science Central

### Statistics for Data Science in One Picture

Data Science Central

From 2019 · There's no doubt about it, probability and statistics is an enormous field, encompassing topics from the familiar (like the average) to the complex (regression…

Reader View · Shared by 147, including Esther Schindler, Dean of Big Data 🎓 #DOBD, Kirk Borne, Javi Cantón, Dr. Craig Brown, Bob E. Hayes

Quanta Magazine

### Computing Expert Says Programmers Need More Math

Quanta Magazine

9 min read · May 17th · Leslie Lamport revolutionized how computers talk to each other. Now he’s working on how engineers talk to their machines.

Reader View · Shared by 1371, including Evan Kirstel the $B2B Techfluencer, Marcos, Ben Lorica 罗瑞卡, Ines Bieler, Steven Sinofsky, Christopher D. Long (Крістофер Д. Лонг), Nico Müller 🇺🇦

Nautilus Magazine

### How I Rewired My Brain to Become Fluent in Math

Nautilus Magazine

~12 min read · From 2019 · I was a wayward kid who grew up on the literary side of life, treating math and science as if they were pustules from the plague.…

Reader View · Shared by 307, including Florian Hanke 🍎, Will Hoag 🏔‼️, Dominik Grolimund, Kenneth Kalmer, Dean Yeong, Philipp Laurim, Nils Hitze, Jacob Jarnvall, Jane, Brent Summers, Thomas Power, Liv 😷, Weverton Timoteo, Martina Grolimund, Stephen C Sanders, Jakub Albert Ferenc, Paddy Zab, Shanna Peeples she/her 🏳️🌈, Bryan Onel, Brian