[tutorial]A functional, Data Science focused introduction to Python
A repo for a course on Python DevOps
[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.
[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning
Duke MIDS: Data Engineering and DataOps Course
Edge Computer Vision Course
A Rust based deduplication tool
Managed Machine Learning Systems and Internet of Things Live Lesson
Techniques for Scraping the Web in Python
Product of Pragmatic AI Labs: Machine Learning, Statistics and Utilities around Developer Productivity, Company Productivity and Project Productivity
[Course]Study Material for AWS Cloud Practitioner Exam
Data Engineering: Chapter 5 aws chapter for pragmatic ai. Creates an "real world" Data Engineering API using Flask,Click, Pandas and Swagger docs
Brief Tutorial on AWS Step Functions
Commandline Tools And Patterns In Multiple Languages (Node, Python, R, Bash, Ruby, Go, and more)