Stars
A demo web application for WorldQuant University Introduction to Data Science Module
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Machine Learning University: Accelerated Tabular Data Class
Jupyter notebooks from the scikit-learn video series
A collection of demos showcasing automated feature engineering and machine learning in diverse use cases
I looked at a popular dataset from the Breast Cancer Wisconsin Dataset, downloaded from UC Irvine Machine Learning Repository where my goal was to develop a classification model that predicts wheth…
An opinionated list of awesome Python frameworks, libraries, software and resources.
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Just a really simple, insecure and incomplete implementation of a blockchain for a cryptocurrency made in Python as educational material. In other words, a simple Bitcoin clone.
Python web application for data analysis of the gender wage gap
code for Data Science From Scratch book
Building Python Data Applications with Blaze and Bokeh Tutorial, SciPy 2015
A collection of various notebook extensions for Jupyter
Graph and network visualization using tabular data in R
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
Detailed Visualization of Large Complex Data in R