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awesome-mlops

A curated list of references for MLOps

capstone-project

certified-kubernetes-administrator

The certified-kubernetes-administrator repository contains files and videos for the Certified Kubernetes Administrator Tutorials 2023, covering various topics related to Kubernetes administration. It's a helpful resource for learning and practicing Kubernetes skills.

customer-satisfaction-mlops

customer-satisfaction

deploy-ml-model-fastapi-mlflow-minio-mysql

This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

django-todo-cicd

This repo is for Django todo app deployment as a Devops engineer via Jenkins

fast-kubernetes

This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Rollout, Multicontainer, Daemonset, Taint-Toleration, Job, Ingress, Kubeadm, Helm, etc.

flight-price-predictor

flight price prediction with flask app & docker

flightpriceprediction-cd

CD part of Deployment Pipeline

flightpriceprediction-ci

CI part of Deployment Pipeline

human-action-classification

This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.

jenkins-sonarqube-docker

CICD Pipeline with GitHub, Jenkins, SonarQube, Docker and AWS Cloud

kubernetes

machine-learning-engineering-for-production-mlops-specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

microservices-k8s

mlflow

Open source platform for the machine learning lifecycle

mlflow-docker

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

mlops-training

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mnist_pro

This project demonstrates how to build a simple web application for recognizing handwritten digits from the MNIST dataset using Flask and Docker. Deployed on kubernetes.

nigeria-bank-campaign-subscription

scripts

student_marks_predict

sample Project of Student Marks Prediction dependant on number of Study hours.