Practical Data Privacy

Various examples to perform big data analytics over Microsoft Academic Graph and visualize the results.

A Zsh theme

Hands on NLP and Computer Vision with Transformers

Code for the book "High Performance Python 2e" by Micha Gorelick and Ian Ozsvald with OReilly

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

The Hugging Face course on Transformers

Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.

If you want to use Python for text analysis, this course is for you!

📜 🎉 Automated reporting of objects in R

Jupyter notebooks for the Natural Language Processing with Transformers book

Weakly Supervised End-to-End Learning (NeurIPS 2021)

Build Windows installers for Python applications

A curated list of cryptography resources and links.

MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal a…

A lightweight library for PyTorch training tools and utilities

This repo contains code for use in the PyData Global 2021 talk, An analysis of Societal Bias in SOTA NLP Transfer Learning.

Tutorials for using TerminusDB

TerminusDB Bootstrap

Code repository for the book SQL for Data Analysis

Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)

Python PDF parser for scientific publications: content and figures

Python client for the Twitter 'search Tweets' and 'count Tweets' endpoints (v2/Labs/premium/enterprise). Now supports Twitter API v2 /recent and /all search endpoints.

Engineering MLOps, published by Packt

[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.

Build data pipelines, the easy way 🛠️

[Video]AWS Certified Machine Learning-Specialty (ML-S) Guide

[tutorial]A functional, Data Science focused introduction to Python