Elie Kawerk's repositories
Design-and-Analysis-of-Experiments
Lecture Notes on Design & Analysis of Experiments
applied_ml_recsys_two_tower_models
We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top
ArjanCodesSoftwareDesignerMindset
Exercises for Arjan Codes Software Designer Mindset course
aurimas-blog-posts
Code behind aurimas.eu blog posts
Awesome_CatBoost
The repository to showcase the best framework for tabular data - the Awesome CatBoost
consulting-handbook
A guide for technical professionals looking to start consulting
dataengineercamp-heart-rate-stream
An end-to-end ELT pipeline to store simulated heart rate data inside a data warehouse; uses Kafka for real-time processing, Airbyte for data integration, dbt for transformation, Dagster for orchestration, and Tableau for visualization
efficient_data_processing_spark
Code for "Efficient Data Processing in Spark" Course
juan-orduz-website_projects
Repository containing the code of the projects presented in my personal website.
le-wagon-us-weather-alerts
Le Wagon Data Engineering bootcamp final project
Machine-Learning-Mixtape
Machine Learning and Causal Inference taught by Brigham Frandsen
maria_mansurova_miptgirl_medium
Code for Medium blog posts
Microservices-Based-Algorithmic-Trading-System
MBATS is a docker based platform for developing, testing and deploying Algorthmic Trading strategies with a focus on Machine Learning based algorithms.
Mixtape-Advanced-DID
Advanced Differnce-in-Differences Mixtape Track taught by Jonathan Roth
Mixtape-Design-Based-Inference
Design-Based Inference Mixtape Session taught by Peter Hull
Mixtape-Heterogeneous-Effects
Machine Learning and Heterogeneous Effects taught by Brigham Frandsen
Mixtape-Instrumental-Variables
Instrumental Variables Mixtape Track taught by Peter Hull
Mixtape-Shift-Share
Shift-Share Instrument Mixtape Track taught by Peter Hull
Mixtape-Synthetic-Control-and-Clustering
Synthetic-Control-and-Clustering taught by Alberto Abadie
ml-engineering
Machine Learning Engineering Open Book
ml.school
Machine Learning School
mlops-coding-course
Learn how to create, develop, and maintain a state-of-the-art MLOps code base
mlops-python-package
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
practical-data-engineering
Real estate dagster pipeline
recsysml_user_preference_modeling
Multiple ways to model user preference in recommender systems