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ML in Action: Hands-On Guide to Deploying and Serving Models
4 Modules10 Lessons47 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
Fundamentals of Model Deployment
Understanding Model Deployment
Model Serving Basics
Deployment Architectures and Tools
Deployment Architectures
Popular Tools & Frameworks
Hands-On Model Deployment
Preparing Your Model
Building APIs for Model Serving
Containerization & Deployment
Best Practices, MLOps, and Real-World Tips
Best Practices for Model Deployment
Handling Model Maintenance and Updates
Real-World Tips and Lessons
Summary
Written by Industry ExpertsSelf-paced Learning with Unlimited AccessEarn a Certificate Upon Compeletition
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