MLFlow Tutorial | Hands-on | ML Tracking and Serving

Описание к видео MLFlow Tutorial | Hands-on | ML Tracking and Serving

0MLFlow hand-on tutorial which provides a detailed walkthough of the process to log model details using MLFlow and demonstrates how to use the same model for online serving.

Example used in this video is of an image classification building using keras to classify cats and dogs.

Notebook on Github: https://github.com/harsh1kumar/learni...

Timestamp:
00:00 - Introduction of MLFlow
00:23 - Data Preparation
02:51 - Model Training
03:39 - MLFlow Logging
05:40 - MLFlow UI
07:28 - Model Training Iteration 2
08:59 - Predictions using MLFlow model
09:44 - Model registration
11:33 - Transition model to production
12:41 - Endpoint for model serving

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