Real-time data quality monitoring with Kafka, Flink, and Streamlit

Code for analysis in the paper "Is Big Data Better? LMS Behavioral Trace Data And Predictive Analytic Performance in Postsecondary Education"

Demo application that showcases a modern, cloud-native application with Codespaces and Copilot

R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

A collective list of free APIs

A sample repo on deploying to Binder

R interface to many NOAA data APIs

100 numpy exercises (with solutions)

Codelabs

Content for ODSC East 2022

SQL for Data Science Workshop at ODSC

Simple Python project demonstrating using data from a relational database to create a visualization

Basic template for using Flask on Heroku

🐍 Learn Python and Pandas from the ground up

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Official content for the Fall 2014 Harvard CS109 Data Science course

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

Basic template for using Streamlit on Heroku

AutoDeploy is a single configuration deployment library

Training session for ML on AWS