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a4

admission_simulation

Is success luck or hard work? This simulation of the Harvard admissions process aims to illustrate the role of luck and legacy status in college admissions

ai_litigation

With this AI litigation tracker, you can monitor, visualize and explore all past and ongoing litigation against AI and machine learning algorithms.

assignment2

assignment3

chess_times

Does thinking longer improve the quality of decisions? Examining the time-accuracy trade-off in classical chess.

foodies

geopython

materials

Bonus materials, exercises, and example projects for our Python tutorials

migration_flows

Can we predict global migration flows with tidymodels? Find out here 👉

neighbors-of-neighbors

This code calculates the spatially adjacent items and their spatially adjacent items of any desired area of a shapefile in Python.

nyt_api

Why not hack your news? A simple guide to using the New York Times API in Python

portfolio

shrinkage

In this code, I code an implementation of Ordinary Least Squares, Ridge Regression and the Lasso using just linear algebra/matrix operations explaining each step carefully as I go along

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"