Popular GitHub Repositories for Beanstalk

Tutorial on deploying machine learning models to production

LightGBM no-show predictor + AWS deployment (EC2 + Elastic Beanstalk)

End-to-end project predicting students' math scores, covering data ingestion, transformation, model training, and deployment. Uses Conda, Git, MySQL, DVC, MLflow, Dagshub, Flask, AWS CodePipeline, and Elastic Beanstalk. Includes data processing and model management scripts with generated artifacts.

Trained chat-gpt 3.5 turbo model on 1000+ FAQs for students by vectorizing data using Pinecone DB. Used Langchain API & Reddit API for embedding & querying data, hosted w/ AWS Elastic Beanstalk.