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AI Model Deployment for Developers

Advanced65 min

AIMachine LearningDeployment

Course Overview

Learn how to deploy machine learning models to production and integrate them into your applications.

Prerequisites

Basic machine learning knowledge
Understanding of Python programming
Familiarity with cloud platforms

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Chapters

Model Deployment Overview0:00

Model Serialization10:30

REST API Deployment20:45

Containerization with Docker30:15

Cloud Deployment40:30

Monitoring and Scaling50:45

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