jomariya23156 / sales-forecast-mlops-at-scale
Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more
☆62Updated last year
Alternatives and similar repositories for sales-forecast-mlops-at-scale:
Users that are interested in sales-forecast-mlops-at-scale are comparing it to the libraries listed below
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆44Updated 8 months ago
- Demo Computer Vision Project☆61Updated 2 years ago
- MLOPs human pose estimation end-to-end.☆34Updated 11 months ago
- A turnkey MLOps pipeline demonstrating how to go from raw events to real-time predictions at scale.☆180Updated 3 months ago
- the full pipeline for model retraining with fastapi and github actions☆14Updated 9 months ago
- Incremental ML learning in the real-world☆64Updated last month
- NLP/LLM Mlops Pipeline to dev/train/evaluation, scalable deploy and monitoring systems.☆20Updated last year
- This project serves as a comprehensive guide to building an end-to-end data engineering pipeline using TCP/IP Socket, Apache Spark, OpenA…☆34Updated last year
- How to serve ML predictions 100x faster☆53Updated 8 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆62Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated last year
- Real-time Feature Pipelines in Python ⚡☆269Updated last year
- ☆16Updated last year
- Scalable Machine Learning and Deep Learning, Final Project, 2023/2024☆229Updated 5 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- ☆122Updated 5 months ago
- Create a chatbot that provides responses in Vietnamese, focusing on the products offered by a flower shop☆10Updated 5 months ago
- Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.☆57Updated 3 weeks ago
- Serverless ML Course for building AI-enabled Prediction Services from models and features☆14Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.☆23Updated 11 months ago
- Building a highly scalable Machine Learning System☆25Updated 4 months ago
- ☆27Updated last year
- ☆56Updated 3 months ago
- ☆58Updated 7 months ago
- Demo for CI/CD in a machine learning project☆104Updated last year
- Nyc_Taxi_Data_Pipeline - DE Project☆104Updated 5 months ago
- Project bike sharing predictor☆79Updated last month
- This repository contains an Apache Flink application for real-time sales analytics built using Docker Compose to orchestrate the necessar…☆43Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆66Updated last year