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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…
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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.
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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…
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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…
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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…
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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.
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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…
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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.
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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.…
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