noahgift / Python-MLOps-CookbookLinks
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
Alternatives and similar repositories for Python-MLOps-Cookbook
Users that are interested in Python-MLOps-Cookbook are comparing it to the libraries listed below
Sorting:
- 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
- [Book-2021] Practical MLOps O'Reilly Book☆881Updated 9 months ago
- mlops template☆311Updated 9 months ago
- Engineering MLOps, published by Packt☆188Updated last month
- Machine Learning Engineering with MLflow, published by Packt☆117Updated last month
- Deploy Flask Machine Learning Application on Azure App Services☆113Updated 9 months ago
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆241Updated 2 years ago
- Code for the online course "Deployment of Machine Learning Models"☆867Updated last year
- This is a repo for building out Github Actions and Tricks☆51Updated 9 months ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Machine Learning Engineering with Python☆185Updated last month
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated last month
- Reference code base for ML Engineering, Manning Publications☆131Updated 4 years ago
- Machine Learning with Amazon SageMaker Cookbook, published by Packt☆54Updated last month
- In this AWS Machine Learning Specialty Course, You will gain first-hand experience on how to train, optimize, deploy, and integrate ML in…☆236Updated 7 months ago
- An example MLFlow project☆49Updated 9 months ago
- ☆33Updated 2 years ago
- This repository contains code to learn AI and ML on Google Cloud Platform☆102Updated 4 years ago
- [Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Co…☆140Updated 9 months ago
- 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
- Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)☆61Updated 4 years ago
- [Video]AWS Certified Machine Learning-Specialty (ML-S) Guide☆122Updated 9 months ago
- Azure MLOps☆150Updated last year
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- AWS Lambda☆228Updated 9 months ago
- This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel☆189Updated 4 years ago
- Machine Learning Engineering on AWS, published by Packt☆70Updated last month
- Learn by doing: DIY project groups at DataTalks.Club☆409Updated last year
- Demo for CI/CD in a machine learning project☆114Updated 2 years ago
- [DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template☆114Updated 2 years ago