featurestorebook / mlfs-book
O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
☆27Updated last month
Alternatives and similar repositories for mlfs-book:
Users that are interested in mlfs-book are comparing it to the libraries listed below
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆42Updated 9 months ago
- Test LLMs automatically with Giskard and CI/CD☆30Updated 8 months ago
- ☆30Updated 3 weeks ago
- Reference code base for ML Engineering, Manning Publications☆128Updated 3 years ago
- The repo associated with the Manning Publication☆72Updated last month
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆127Updated 11 months ago
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆142Updated last year
- ☆34Updated 7 months ago
- MLOps maturity assessment☆61Updated 2 years ago
- ☆34Updated 9 months ago
- Learn how multimodal AI merges text, image, and audio for smarter models☆23Updated 3 months ago
- Setting up an MLflow Workspace with Docker☆28Updated 8 months ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆129Updated last month
- Dockerized Jupyter notebook to run commands from the ML Python Cookbook☆40Updated last year
- Machine Learning on Kubernetes, published by packt☆74Updated last year
- Project bike sharing predictor☆79Updated last month
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆40Updated 5 months ago
- Incremental ML learning in the real-world☆64Updated last month
- Machine Learning Engineering with MLflow, published by Packt☆114Updated 9 months ago
- Machine Learning Engineering on AWS, published by Packt☆67Updated last year
- ☆27Updated last year
- Demo MLRun project for LLM Tuning and serving pipelines☆41Updated 8 months ago
- Build and deploy a REST API for taxi trip data 🚕☆70Updated 5 months ago
- Generative AI in realtime with Confluent Cloud.☆23Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆66Updated last year
- Template repo for kickstarting recipes for regression use case☆54Updated 4 months ago
- Tutorials for the Hopsworks Platform☆287Updated last week
- PacktPublishing / The-Machine-Learning-Solutions-Architect-and-Risk-Management-Handbook-Second-Edition☆48Updated 11 months ago
- An example MLFlow project☆48Updated 3 months ago