Library for fast text representation and classification.

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Compilation of public failure/horror stories related to Kubernetes

Must-watch videos about Python

Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

A chat application without servers - using only AWS Lambda, S3, DynamoDB and SNS

Confidence intervals for scikit-learn forest algorithms

A Simple and easy to use way to Visualise Embeddings!

Track trending arXiv papers on Twitter from within your circle

Notebooks for the Seattle PyData 2017 talk on Scattertext

This contains materials for the word embeddings workshop

An exploration of New York Times crossword answers from 1994-2017, i.e. the Will Shortz era.

Materials for the WWW 2015 tutorial on online experiments for computational social science

A little text processing library for Scala.

This project is for the notebooks, code, and data for the "Vocabulary Analysis of Job Descriptions" tutorial at PyData 2017 Seattle

UW Software Engineering for Data Science Website

This is the slides from my upcoming talk in Luxembourg. This will be the test for my PyData talk in Berlin and will influence any tutorials i give