Nerdward / Mlops_projectLinks
An end to end ML project. Using MLflow for experiment tracking and model registry. Prefect for workflow orchestration. S3 for artifacts storage. AWS Lambda/ ECR for serverless model serving. AWS REST API gateway as endpoint to lambda function. GitHub Actions for CI/CD.
☆12Updated 3 years ago
Alternatives and similar repositories for Mlops_project
Users that are interested in Mlops_project are comparing it to the libraries listed below
Sorting:
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 11 months ago
- Awesome MLOps Course Outline☆36Updated 2 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- Saturn Cloud starter code for LLM Zoomcamp☆11Updated last year
- Maternal Health Risk prediction MLOps pipeline☆45Updated 3 years ago
- Deep Learning Projects on TensorFlow and Keras☆20Updated last year
- Machine Learning Model Serving Patterns and Best Practices☆35Updated last month
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated 2 years ago
- ☆66Updated 7 months ago
- ☆22Updated 10 months ago
- Integrating with Spotify API and extracting Data. Deploying code on AWS Lambda for Data Extraction. Adding trigger to run the extraction …☆11Updated 2 years ago
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated last year
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- Example MLOps using BentoML & mlFlow☆38Updated 4 years ago
- Test LLMs automatically with Giskard and CI/CD☆31Updated last year
- An end-to-end ML Project☆11Updated 2 years ago
- mlops main demo☆15Updated 2 years ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Club☆22Updated 3 years ago
- Generative AI with Amazon Bedrock, published by Packt☆26Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated 2 years ago
- Compilation of examples of SageMaker inference options and other features.☆70Updated last month
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- A simple example to showcase machine learning model deployment with an API☆10Updated 3 years ago
- ☆18Updated 2 years 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
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆79Updated 2 years ago
- Machine Learning Ops Project☆30Updated last year
- ☆21Updated 2 years ago
- ☆29Updated 2 years ago
- ☆24Updated last year