Files and codes related to ML Ops Playlist https://www.youtube.com/watch?v=jSgBwaixTKE

MLflow related work https://www.youtube.com/watch?v=1EYVQGdXVOo

https://www.youtube.com/watch?v=anKKLcQ0GPk

https://www.youtube.com/watch?v=o9tOexZaX6k

https://www.youtube.com/watch?v=c9RdlSgNDws&list=PLw-i55H2Io6gy0OsbBhPHm35-p2ioPs1p

https://www.youtube.com/watch?v=krbyWPATL-U

Notebooks/scripts for youtube tutorials https://www.youtube.com/watch?v=RnYa3QsXRAc

MLOps02 - Docker, MLFlow, Jenkins https://www.youtube.com/watch?v=gQcRZPL_x_E

https://www.youtube.com/watch?v=xiNqq5bvVZo

Large Language Model Projects https://www.youtube.com/watch?v=HZNbLCSdQ2U

https://www.youtube.com/watch?v=GlvgqliaQaA

https://www.youtube.com/watch?v=SRqBtisgTv8

http://youtube.com/watch?v=Z6_BtG_sxAc&list=PLQqR_3C2fhUUOmaeowgv4WquvH515zVmo&index=8

An example MLflow project

requirements pip freeze > requirements.txt pip install -r requirements.txt

https://www.youtube.com/watch?v=6ngxBkx05Fs&t=1547s

The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.

https://kubedemy.io/jenkins-tutorial-part-5-when-conditions

https://medium.com/@jushijun/automating-ml-model-deployment-a-ci-cd-pipeline-with-jenkins-docker-and-aws-ecs-a7473c4cb92e

https://medium.com/@jushijun/automating-ml-model-deployment-a-ci-cd-pipeline-with-jenkins-docker-and-aws-ecs-a7473c4cb92e

Reusable Giltlab pipelines