Victor Loux → Bookmarks → Tag: data_science

9 bookmarks tagged “data_science”

Optimizing things in the USSR · Chris Said

chris-said.io/2016/05/11/optimizing-things-in-the-ussr/

Introduction — Machine Learning from Scratch

dafriedman97.github.io/mlbook/content/introduction.html

ST 732, Longitudinal Data Analysis, Spring 2019

stat.ncsu.edu/people/davidian/courses/st790/notes.html

Common statistical tests are linear models (or: how to teach stats)

lindeloev.github.io/tests-as-linear/

Tad - A Desktop Viewer App for Tabular Data

tadviewer.com/

Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing | Autodesk Research

autodeskresearch.com/publications/samestats
These 13 datasets (the Datasaurus, plus 12 others) each have the same summary statistics (x/y mean, x/y standard deviation, and Pearson's correlation) to two decimal places, while being drastically different in appearance. This work describes the technique we developed to create this dataset, and others like it.

jvns/pandas-cookbook: Recipes for using Python's pandas library

github.com/jvns/pandas-cookbook
pandas-cookbook - Recipes for using Python's pandas library

A Practical Introduction to IPython Notebook and Pandas - Julia Evans on Vimeo

vimeo.com/79835526

Unlearning descriptive statistics

debrouwere.org/2017/02/01/unlearning-descriptive-statistics/