manas-mukherjee / prefect-mlops-zoomcamp

MLOps Zoomcamp 2023 repository for Module 3

MLOps Zoomcamp 2023 Week 3

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This repo contains Python code to accompany the videos that show how to use Prefect for MLOps. We will create workflows that you can orchestrate and observe..

Setup

Clone the repo

Clone the repo locally.

Install packages

In a conda environment with Python 3.10.12 or similar, install all package dependencies with

pip install -r requirements.txt

Start the Prefect server locally

Create another window and activate your conda environment. Start the Prefect API server locally with

prefect server start

Optional: use Prefect Cloud for added capabilties

Signup and use for free at https://app.prefect.cloud