AI Skillset Course
Deploy ML Models to Production image
Current
Intermediate
40% Off

Deploy ML Models to Production

Coursera · KodeKloud · Updated March 2026

Platform rating

4.4/5

AI Tutor Rating

8.2/10

Duration

1-4 weeks

Classes

36

Learn to deploy ML models to production with AWS SageMaker covering model governance, data security, and GDPR compliance.

What you'll get

Deploy models on AWS SageMaker
Implement data governance and security
Build compliant ML deployment pipelines

Fit

Best for

Software Engineers
DevOps/MLOps Engineers
Data Engineers
Platform Engineers

Not ideal for

Learners seeking only entry-level overviews

Prerequisites & pricing

Prerequisites

Basic ML knowledge

Pricing

Subscription

Certification

Certificate

Growth Leverage: Completing this course opens pathways to roles such as Machine Learning Engineer, MLOps Engineer, or Data Scientist specializing in production deployment, allowing professionals to pursue certifications like AWS Certified Machine Learning - Specialty, enhancing their employability in a rapidly growing field.
Skills Value: Employers pay a premium for skills in deploying compliant ML models, with average salaries for MLOps Engineers reaching $120,000, as they need experts who can streamline model governance and ensure data security in line with regulations like GDPR.
AWS SageMaker
Model Deployment
Data Governance
GDPR
MLOps
Go to Course

Alternatives to Deploy ML Models to Production

Current

IBM MLOps and AI DevOps Fundamentals

IBM Skills Network (watsonx) · IBM

4.7
8.7/10
15 hours

Learn MLOps practices with IBM Cloud Pak and Watson. Cover model lifecycle management, CI/CD for ML, and AI governance.

Free
View
Current
40% Off

Deep Learning Engineering

Coursera · Coursera

4.4
8.2/10
1-3 months

Advanced specialization covering PyTorch, distributed computing, model deployment, Kubernetes, and performance tuning for production deep learning.

Subscription
View
Current
40% Off

Hands-On MLOps Fundamentals for ML Engineers

Coursera · KodeKloud

4.4
8.2/10
1-3 months

Learn MLOps with hands-on experience using Apache Airflow, Kafka, Spark, and CI/CD pipelines for model deployment.

Subscription
View
Current
40% Off

MLOps | Machine Learning Operations (Duke University)

Coursera · Duke University

4.4
8.2/10
3-6 months

Learn MLOps from Duke University. Cover model deployment, cloud platforms (AWS, Azure), containerization, and responsible AI.

Subscription
View

AI Course Alerts