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DataTalksClub/mlops-zoomcamp

A free MLOps course that covers machine learning model deployment and monitoring

14.3K

Stable

Jupyter Notebook

MLOps

Jupyter Notebook

#machine-learning#model-deployment#model-monitoring

microsoft/SynapseML

SynapseML is a simple and distributed machine learning library for building and deploying AI models at scale.

5.2K

Active

Scala

ML Ops

Big Data

Apache Spark

#machine-learning#distributed-computing#big-data

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K

Stable

Python

LLM Frameworks

RAG & Vector

React

#ai#llm#rag

FedML-AI/FedML

A unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

4.0K

Stable

Python

ML Ops

Inference

React

#ai#machine-learning#federated-learning

ShannonAI/service-streamer

Boosts the deployment and serving of deep learning models and web services.

1.2K

Archived

Python

Model Serving

API Frameworks

PyTorch

#deep-learning#model-deployment#web-services

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