Tagged “data-science”
18 pages · most loved first
Allison Horst Data Science Illustrations
A gallery of cheerful hand-drawn illustrations that explain data science ideas with fuzzy monsters, tidy data creatures…
Everyday Data Science
An interactive course told through everyday life stories, teaching A/B testing, Thompson sampling and time series by mak…
Everyday Data Science
An interactive course written like a story, where you follow the author's life and learn data science tricks, such as us…
Everyday Data Science
An online book on using data science to solve day-to-day problems, a collection of stories, jokes, pictures, math, and c…
FlowingData
Nathan Yau's blog exploring how statisticians, designers, and data scientists use visualization to understand data and l…
Henry Leach
A notes blog by a data scientist, aircraft designer, and guitarist, collecting write-ups on whatever the author is tinke…
How Bayesian Inference Works
A friendly illustrated explainer of Bayesian inference that walks through priors, likelihoods and posteriors with simple…
Lost at SQL
A text-based game that teaches SQL through puzzles you solve with queries, aimed at data scientists and marketers who wa…
Machine Learning Mastery
A long-running blog of practical machine learning tutorials that walk developers through algorithms and working code, fr…
ML Visualized
A collection of visual explanations of machine learning concepts, using diagrams and animations to show how the algorith…
MLU-Explain
Visual, interactive essays from Amazon's Machine Learning University explaining core concepts like decision trees, regre…
Python Data Science Handbook
The full text of Jake VanderPlas's handbook, with Jupyter notebooks on IPython, NumPy, Pandas, Matplotlib, and Scikit-Le…
R for Data Science
A free online book that teaches data science with R, covering how to import, tidy, transform, visualize and model data u…
R-bloggers
A blog aggregator collecting news and tutorials from hundreds of R bloggers, a steady feed of data science and statistic…
Towards Data Science
A large publication on data science, analytics, machine learning and AI, with community tutorials, explainers and career…
Un Garcon Pas Comme Les Autres (Bayes)
A statistics blog with in-depth, playful posts on Bayesian modeling, computation, and statistical thinking, written in a…
Wolfram Blog
The Wolfram company blog, with articles on mathematics, computation, data science, and visualization, often showing work…
wranglingintheantipodes.wordpress.com
Science
Wrangling in the Antipodes
A sound artist explores acoustic ecology with data science, analysing field recordings and soundscapes with code, charts…
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