AI Workflow: AI in Production
This course is part of IBM AI Enterprise Workflow Specialization.
Course Cost
Free course
Advanced
Skill Level
15 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full IBM AI Enterprise Workflow Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Deploy containerized ML applications using Docker and Kubernetes
Implement comprehensive model monitoring systems
Develop production-ready APIs for AI models
Utilize IBM Watson OpenScale for model management
Create effective feedback loops for model improvement
Skills you'll gain
This course includes:
0.7 Hours PreRecorded video
10 assignments, 1 peer review
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 4 modules in this course
This comprehensive course focuses on deploying AI models in production environments. Students learn to build APIs using Docker containers, manage deployments with Kubernetes, and monitor model performance using IBM Watson OpenScale. The curriculum covers feedback loops, unit testing, and production monitoring, culminating in a capstone project that integrates all aspects of the AI workflow.
Feedback loops and Monitoring
Module 1 · 4 Hours to complete
Hands on with Openscale and Kubernetes
Module 2 · 3 Hours to complete
Capstone: Pulling it all together (Part 1)
Module 3 · 3 Hours to complete
Capstone: Pulling it all together (Part 2)
Module 4 · 5 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: IBM AI Enterprise Workflow Specialization
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.






