9 Best Articles in 2021
countbayesie.com
Bayes' Theorem with Lego
countbayesie.com
~11 min read · 40 saves · From 2015 · Find Bayes' Theorem confusing? In this post we'll break down this famous
formula using Lego to help you build up a better intuition for this
foundational concept.
In Education
The Verge
Finland is making its online AI crash course free to the world
The Verge
1 min read · 562 saves · 2019-12-18 · James Vincent · AI for all, from Bayes to bias
yudkowsky.net
Bayes' Theorem
yudkowsky.net
22 saves · From 2016 · Bayes' Theorem for the curious and bewildered; an excruciatingly gentle introduction.
In Data Science
ashutoshtripathi.com
Bayes’ Theorem with Example for Data Science Professionals
ashutoshtripathi.com
5 min read · 48 saves · 2019-11-17 · Ashutosh Tripathi · Bayes Theorem is the extension of Conditional probability. Conditional probability helps us to determine the probability of A given B…
monkeylearn.com
A practical explanation of a Naive Bayes classifier
monkeylearn.com
6 min read · 31 saves · From 2017 · Naive Bayes is a family of simple but powerful machine learning algorithms that use probabilities and Bayes’ Theorem to predict the category of a text or
Machine Learning Mastery
A Gentle Introduction to Bayes Theorem for Machine Learning
Machine Learning Mastery
9 min read · 53 saves · 2019-10-03 · Jason Brownlee · Bayes Theorem provides a principled way for calculating a conditional probability. It is a deceptively simple calculation, although it can be used to easily calculate the conditional probability of…
Towards Data Science
Probability Learning II: How Bayes’ Theorem is applied in Machine Learning
Towards Data Science
~11 min read · 38 saves · 2019-08-14 · Jaime Zornoza · Learn how Bayes Theorem is in Machine Learning for classification and regression!
betterexplained.com
An Intuitive (and Short) Explanation of Bayes’ Theorem
betterexplained.com
~11 min read · 16 saves · From 2016 · Bayes’ theorem was the subject of a detailed article. The essay is good, but over 15,000 words long — here’s the condensed version for Bayesian newcomers like myself: Tests are not the event. We have…
Trending
youtube.com
The medical test paradox: Can redesigning Bayes rule help?
youtube.com
13 saves · 2020-12-22 · About Likelihood Ratios, also sometimes called Bayes Factors*.Home page: https://www.3blue1brown.comBrought to you by you: https://3b1b.co/bayes-factor-thank...
Towards Data Science
Towards Data Science
Naive Bayes Classifier — How to Successfully Use It in Python?
Towards Data Science
20+ min read · Jan 10th · Saul Dobilas · A detailed explanation of the theory behind the algorithm together with 6 Python examples
analyticsvidhya.com
Understanding Naïve Bayes and Support Vector Machine and their implementation in Python
analyticsvidhya.com
4 min read · 2020-11-28 · This article was published as a part of the Data Science Blogathon. Introduction In this digital world, spam is the most troublesome challenge that everyone is facing. Sending spam messages to people…
More like this
The TLS
Thomas Bayes and the crisis in science
The TLS
9 min read · 62 saves · From 2018 · Footnotes to Plato is a TLS Online series appraising the works and legacies of the great thinkers and philosophers
We are living in new Bayesian age. Applications of Bayesian probability are taking over our lives. Doctors, lawyers, engineers and financiers use computerized Bayesian networks to aid their decision-making. Psychologists and neuroscientists explore the Bayesian workings of our brains. Statisticians increasingly rely on Bayesian logic. Even our email spam filters work on Bayesian pri
Towards Data Science
Bayes’ Theorem: The Holy Grail of Data Science
Towards Data Science
7 min read · 15 saves · From 2018 · Artem Oppermann · Intuitive derivation of the Bayes’ Theorem
Farnam Street
Predicting the Future with Bayes’s Theorem
Farnam Street
5 min read · 97 saves · From 2018 · Baye’s theorem is a useful tool that helps us make more accurate predictions about the likelihood of potential outcomes.
arbital.com
Bayes' rule
arbital.com
13 saves · From 2016 · Bayes' rule is the core theorem of probability theory saying how to revise our beliefs when we make a new observation.
KDnuggets
Naïve Bayes Algorithm: Everything you need to know
KDnuggets
6 min read · 21 saves · 2020-06-08 · Naïve Bayes is a probabilistic machine learning algorithm based on the Bayes Theorem, used in a wide variety of classification tasks. In this article, we will understand the Naïve Bayes algorithm and…
Vox
How an 18th-century priest gave us the tools to make better decisions
Vox
~12 min read · 38 saves · From 2018 · Liv Boeree · The world is a complicated place. Bayes’ theorem can help us navigate it.
youtube.com
Bayes theorem, and making probability intuitive
youtube.com
16 saves · 2019-12-22 · Perhaps the most important formula in probability. Brought to you by you: http://3b1b.co/bayes-thanks The quick proof: https://youtu.be/U_85TaXbeIo You can r...
youtube.com
The medical test paradox: Can redesigning Bayes rule help?
youtube.com
13 saves · 2020-12-22 · About Likelihood Ratios, also sometimes called Bayes Factors*.Home page: https://www.3blue1brown.comBrought to you by you: https://3b1b.co/bayes-factor-thank...
In Math
Towards Data Science
Data Scientists Must Know Probability
Towards Data Science
7 min read · 41 saves · 2020-03-17 · Kenny Kim · Real world example of applying conditional probability and Bayes’ Theorem
