🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
A Tiny Intent Classifier model for short customer-support style text. Given an input text (e.g., "Hi, I need help with my bill"), the model returns one of: `greeting` - `question` - `complaint` - `praise` - `other`.
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
Combinator.ml's central repo, documentation and website
MLOps Lab Example using PyTorch to predict Yelp Reviews
A repository for the Machine Learning Engineering for Production Specialization provided by Deeplearning.ai .
FuseML APIs and core service. This repo include the FuseML client useful to interact with the background services.
A collection of machine learning projects serving as sample applications that can be deployed with FuseML.
Hackathon sponsored by Redis, MLOps Community, and Saturn Cloud.
This project aims to detect fraudulent transactions by leveraging machine learning-based anomaly detection techniques, and to develop an automated system that can monitor transactions in real-time, identify anomalies, and flag potential fraudulent transactions for further investigation.
Train small text classifiers fast with AI-generated labels, matching big models at a fraction of the cost.
MLOps talks - joint effort with Amsterdam MLOps.community
Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask
About A Tiny Intent Classifier model for short customer-support style text. Given an input text (e.g., "Hi, I need help with my bill"), the model returns one of: `greeting` - `question` - `complaint` - `praise` - `other`.
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
MLops 5th Sem Project
Find Git commands instantly with exact syntax, risk levels, and undo steps for any task.
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