Alternatives and similar repositories for cd0581-building-a-reproducible-model-workflow-exercises

Users that are interested in cd0581-building-a-reproducible-model-workflow-exercises are comparing it to the libraries listed below

• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆64Updated 2 years ago
• kennethleungty / MLOps-Specialization-Notes
  Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
  ☆374Updated 2 years ago
• PacktPublishing / The-Machine-Learning-Solutions-Architect-Handbook
  The Machine Learning Solutions Architect Handbook, published by Packt
  ☆146Updated last month
• PacktPublishing / Practical-Deep-Learning-at-Scale-with-MLFlow
  Practical Deep Learning at Scale with MLFlow, published by Packt
  ☆162Updated last month
• trojrobert / MLOps_roadmap_and_curriculum
  Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…
  ☆184Updated 3 years ago
• alvarobartt / serving-tensorflow-models
  Serving TensorFlow models with TensorFlow Serving
  ☆43Updated 3 years ago
• FourthBrain / FastAPI-for-Machine-Learning-Live-Demo
  This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the F…
  ☆173Updated 2 years ago
• andreaschandra / practical-mlops-book-extended
  Practical MLOps O'Reilly Book - Personal Extended Version
  ☆17Updated 3 years ago
• PacktPublishing / EngineeringMLOps
  Engineering MLOps, published by Packt
  ☆188Updated last month
• udacity / build-ml-pipeline-for-short-term-rental-prices
  Project code for cd0581 refresh taught by Giacomo Vianello
  ☆16Updated 2 weeks ago
• noahgift / Python-MLOps-Cookbook
  This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
  ☆419Updated 9 months ago
• soumik12345 / mlops-zoomcamp-wandb
  ☆33Updated 2 years ago
• ThinamXx / MLOps
  The repository contains a list of projects which I will work on while learning and implementing MLOps.
  ☆79Updated 2 years ago
• FourthBrain / software-dev-for-mlops-101
  Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
  ☆240Updated 2 years ago
• mrdbourke / cs329s-ml-deployment-tutorial
  Code and files to go along with CS329s machine learning model deployment tutorial.
  ☆611Updated 2 years ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆92Updated 3 years ago
• visenger / Awesome-ML-Model-Governance
  This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
  ☆117Updated last year
• AntonisCSt / Mlops_project_semicon
  A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data
  ☆22Updated 3 years ago
• honghanhh / coursera-practical-data-science-specialization
  Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
  ☆61Updated 4 years ago
• srivatsan88 / google_cloud_AI_ML
  This repository contains code to learn AI and ML on Google Cloud Platform
  ☆102Updated 4 years ago
• amesar / mlflow-examples
  Basic and advanced MLflow examples for many ML flavors
  ☆236Updated last year
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆89Updated 3 years ago
• JakobLS / mlops-credit-risk
  MLOps for deploying a Credit Risk model
  ☆34Updated 2 years ago
• hamedonline / ml-workflow
  A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.
  ☆38Updated 2 years ago
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆187Updated last year
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆149Updated last year
• trainindata / testing-and-monitoring-ml-deployments
  Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
  ☆136Updated last year
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆94Updated 2 years ago
• sayakpaul / ml-deployment-k8s-fastapi
  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
  ☆221Updated 3 years ago
• dmatrix / mlflow-workshop-part-1
  Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …
  ☆241Updated 5 years ago