My Journey from DevOps to MLOps. Part 1/3: Create First Python Project, Build & Run locally
#mlops #python #azuredatabricks
LetsDevOps: A complete journey to learn and implement MLOps.
Part 1/3: Create Simple Python Project, learn the folder structure. Build, Install & Run the wheel Package
✅ Context of learning MLOps
✅ MLOps and Machine Learning Understanding
✅ Setup Python Project
✅ Build & Run the Wheel package
🚀🤩Blog URL: https://www.letsdevops.net/post/letsd...
GitHub: https://github.com/sumitraj0103/Letsd...
► YAML pipeline : • LetsDevOps: YAML Pipeline Tutorial, S...
▬▬▬▬▬▬ Content Timestamp ⏰ ▬▬▬▬▬▬
Introduction: 00:02
Why MLOps: 00:11
MLOps Implementation Overview: 00:43
Series breakout: 01:07
What is MLOps: 02:24
What is Machine learning Model: 02:36
Architecture: 03:11
Setup Prerequisite: 03:37
Project Folder Structure: 05:34
Create Project: 06:18
Build Project: 08:52
Install Package: 09:28
Run Entry Point: 09:42
Run Unit Test: 09:58
