khuyentran1401 / production-ready-data-science-codeLinks
Transform messy data science notebooks into production-ready code. Examples covering testing, CI/CD, MLOps, and scalable deployment practices.
☆90Updated 6 months ago
Alternatives and similar repositories for production-ready-data-science-code
Users that are interested in production-ready-data-science-code are comparing it to the libraries listed below
Sorting:
- Repository with code examples of mlflow☆232Updated 5 months ago
- A free mini-course about Open-Source LLMs☆181Updated 8 months ago
- Incremental ML learning in the real-world☆70Updated 11 months ago
- A Python Environment Template for VScode with UV☆81Updated 4 months ago
- Project bike sharing predictor☆78Updated 6 months ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆431Updated 2 weeks ago
- Real-time Feature Pipelines in Python ⚡☆283Updated last year
- Sample Project for an MLOps 101 course I taught☆47Updated 10 months ago
- ☆225Updated 3 weeks ago
- Just enough Kubernetes for you to fly☆574Updated 10 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆98Updated 2 years ago
- ☆51Updated 4 months ago
- Hourly Electricity Demand Prediction Service☆114Updated 6 months ago
- Let's build a real time fraud detection system using TurboML☆86Updated 11 months ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆170Updated last year
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆633Updated 2 weeks ago
- Machine Learning Roadmap for 2025. Step-by-step guide to become a Data Scientist. Covers the best free learning resources from Python ba…☆240Updated 5 months ago
- Build and deploy a REST API for taxi trip data 🚕☆76Updated last year
- 📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language querie…☆87Updated 9 months ago
- ☆57Updated 8 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆281Updated 5 months ago
- Forecasting: Principles and Practice☆60Updated 4 years ago
- A complete end-to-end MLOps pipeline for Marvel character data.☆92Updated 2 weeks ago
- Polars Cookbook, Published by Packt☆355Updated last week
- The Orange Book of Machine Learning☆56Updated 5 months ago
- Compendium of free ML reading resources☆487Updated 2 months ago
- Tutorials for the Hopsworks Platform☆314Updated last month
- Python Feature Engineering Cookbook, Third Edition, published by Packt☆65Updated last week
- Scalable Machine Learning and Deep Learning, Final Project, 2023/2024☆246Updated last year
- ☆59Updated last year