Completed
00:00 - What is MLOps?
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
What is MLOps? - Introduction to Machine Learning Operations with MLflow
Automatically move to the next video in the Classroom when playback concludes
- 1 00:00 - What is MLOps?
- 2 00:32 - The Hidden Technical Debt Problem
- 3 01:03 - Model Drift vs Data Drift Explained
- 4 01:41 - How MLOps Solves These Challenges
- 5 03:53 - Introduction to MLflow
- 6 04:47 - Hands-On Labs Overview
- 7 05:22 - Task 1: Tracking Your First Experiment
- 8 07:24 - Task 2: Hyperparameter Tuning
- 9 09:33 - Task 3: Model Comparison
- 10 11:05 - Task 4: Model Registry & Production
