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

Start Learning

Top Tutorials

Data Science

Python

Python is a popular and versatile programming language used for a wide variety of tasks, including web development, data analysis, artificial intelligence, and more.

8 Modules37 Lessons59859 Learners

Start Learning

Data Science

SQL

The SQL for Beginners Tutorial is a concise and easy-to-follow guide designed for individuals new to Structured Query Language (SQL). It covers the fundamentals of SQL, a powerful programming language used for managing relational databases. The tutorial introduces key concepts such as creating, retrieving, updating, and deleting data in a database using SQL queries.

9 Modules40 Lessons13986 Learners

Start Learning

Data Science

Learn Data Science for free with our data science tutorial. Explore essential skills, tools, and techniques to master Data Science and kickstart your career

8 Modules31 Lessons8796 Learners

Start Learning