DBSQL SME Repo contains demos, tutorials, blog code, advanced production helper functions and more!

Comprehensive analytics dashboards for Databricks environments, with a focus on cost allocation, performance, lineage, and compute efficiency.

Databricks Batch Inference Examples

CI/CD with Databricks / AWS

Production Delta Workshop Resources

emoji terminal output for Python

Anomaly detection using Benford's Law

The Unofficial TikTok API Wrapper In Python

MLeap: Deploy ML Pipelines to Production

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Data and analysis for 'Machine Bias'

Fairness and Interpretability IACS ComputeFest 2019

Deep Learning GPU Training System

Udacity Data Science Nanodegree Program

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

Apache Superset is a Data Visualization and Data Exploration Platform

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Vi/Vim emulation for Sublime Text 3

Using the jedi autocompletion library for VIM.

Pandas tutorial for SciPy2015 and SciPy2016 conference

My submission for the Kaggle challenge "When bag of words meets bags of popcorn"

Event materials