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Intelligent Model Deployment and Consumer Pipeline With DataRobot AI Cloud Platform

Prodramp via YouTube

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Overview

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This tutorial demonstrates deploying machine learning models with the DataRobot AI Cloud Platform. It covers model registry, model replacement, inference applications, and prediction through APIs, streams, local mode, CLI, and job workflows.

Syllabus

- Video Start
- Video Content Intro
- Earlier or prerequisite Video Tutorial
- Visiting Model Leaderboard
- Model Deployment Options
- Model Registry
- Let's Deploy Model
- Deploy the leader model
- Rebuild Model for Deployment
- Creating applications for Model
- Consuming application
- Deploy another Model
- Replacing Deployed Model
- Various Prediction Methods
- Prediction over CLI
- Prediction workflow Job
- Recap
- Thanks
- Credits

Taught by

Prodramp

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