7 Hosting Learning Models with Flask

X-rayPlatoon
2024-07-19

00:00:00 Introduction
00:00:38 Review of Learning Model
00:02:20 Application of the Learning Model
00:09:00 Review of our Python Server structure
00:18:50 train and eval the model endpoint
00:27:20 Saving Learning Model Parameters
00:38:30 Saving StandardScaler Parameters
00:49:00 Formatting Request Data
01:00:00 Scaling and Standardizing Request Data
01:06:36 Making a Prediction from Request Data
01:18:00 Posting Prediction and Data into PostgreSQL
01:23:00 Returning a list of Predictions from the Database