ML in Action: Hands-On Guide to Deploying and Serving Models

4 Modules10 Lessons78 Learners

Learn model deployment and serving—from concepts to real-world architectures, tools, APIs, containers, and cloud workflows for production-ready ML.

Start LearningLast Updated: 5th February, 2026

Course Curriculum

Module 1Fundamentals of Model Deployment

Understanding Model Deployment

Module 2Deployment Architectures and Tools

Module 3Hands-On Model Deployment

Building APIs for Model Serving

Module 4 Best Practices, MLOps, and Real-World Tips

Best Practices for Model Deployment

Handling Model Maintenance and Updates

Summary

Written by Industry ExpertsSelf-paced Learning with Unlimited AccessEarn a Certificate Upon Compeletition

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