kade.im
End-to-End MLOps Video Lecture Recording

End-to-End MLOps Video Lecture Recording

표시
Project Years
2021
Tags
MLOPS
Teach Experience
VisionAI
NLP
Skills
Kubeflow
k8s
Docker
Python
PyTorch

Project Overview

Created and recorded 20 hours of practical video lectures on MLOps, focusing on real-world applications for Vision AI and NLP projects.

Key Responsibilities

  • Built an MLOps training platform for 40 participants using an on-premise cluster with Kubeflow.
  • Recorded tutorials for Vision AI projects (e.g., JupyterLab setup, data loading, Katib, and Pipelines).
  • Delivered lectures on End-to-End NLP project workflows.

Achievements

  • Leveraged experience to promote and deliver training sessions for other organizations despite the lectures not being launched by the partner company.