Elie Kawerk's repositories
ab-testing-methods
Explorations of methods to speed up A/B testing
ACIC23-competition-causal-inference
Data for and description of the ACIC 2023 data competition
awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
competition-winners-driven-data
The code for the prize winners in DrivenData competitions.
continuous-delivery-for-machine-learning-CD4ML
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
corise-interpreting-ml-models
Projects for the CoRise course on Interpreting Machine Learning Models
data-engineer-roadmap
Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
kubernetes-ml-ops
An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.
Machine-Learning-in-Production---CMU
CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)
online_store
End to end data engineering project
Prompt-Engineering-Guide
:octopus: Guides, papers, and resources for prompt engineering
public-apis
A collective list of free APIs
Realtime-MLOps
A framework of open-source technologies to design real-time machine learning systems
rest-apis-flask-python
Projects and e-book for our course, REST APIs with Flask and Python
Robo-Advisor-with-Python
Robo-Advisor with Python, published by Packt Publishing
smartphone_sensor_stream
Stream smartphone data with FastAPI, Kafka, QuestDB, and Docker.
Software-Engineering-for-AI-ML----An-Annotated-Bibliography
Software Engineering for AI/ML -- An Annotated Bibliography
traffic-monitor-data-engineer-camp-capstone-luke
Data Engineering Camp Project 3 / Capstone
uplift-analysis
A Python library that implements scoring utilities, analysis strategies, and visualization methods which can serve uplift modeling use-cases.