About this Course

6,369 recent views
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 9 hours to complete
English

Skills you will gain

Data ScienceInformation EngineeringArtificial Intelligence (AI)Machine LearningPython Programming
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 9 hours to complete
English

Offered by

Placeholder

IBM

Syllabus - What you will learn from this course

Week
1

Week 1

5 hours to complete

Deploying Models

5 hours to complete
3 videos (Total 11 min), 17 readings, 4 quizzes
3 videos
Introduction to Spark5m
Model Management and Deployment in Watson Studio2m
17 readings
Data at scale: Through the Eyes of Our Working Example4m
Optimizing Performance in Python10m
High Performance Computing10m
Apache Spark (Hands-On)30m
Spark-submit4m
Docker Containers: Through the Eyes of our Working Example3m
On Containers and Docker2m
Docker Installation and Setup2m
NVIDIA Docker
Getting Started with Docker4m
Getting Started with Flask4m
Putting it all Together (Hands-On Tutorial)45m
More on Containers
Watson Machine Learning: Through the Eyes of Our Working Example3m
Getting Started (Hands-On)20m
Tutorial (Hands-On)40m
Summary/Review10m
4 practice exercises
Check for Understanding30m
Check for Understanding30m
Check for Understanding30m
End of Module Quiz10m
Week
2

Week 2

4 hours to complete

Deploying Models using Spark

4 hours to complete
4 videos (Total 12 min), 11 readings, 4 quizzes
4 videos
Spark Recommendations1m
Recommenders6m
Introduction to Model Deployment Case Study2m
11 readings
Spark Machine Learning: Through the Eyes of Our Working Example4m
Spark Pipelines4m
Spark Supervised Learning4m
Spark Unsupervised Learning (Hands-On)45m
Model4m
Spark Recommenders: Through the Eyes of Our Working Example4m
Recommendation Systems10m
Recommendation Systems in Production4m
Model Deployment: Through the Eyes of Our Working Example3m
Getting Started (Hands-On)1h
Summary/Review
4 practice exercises
Check for Understanding30m
Check for Understanding30m
Check for Understanding30m
End of Module Quiz10m

Reviews

TOP REVIEWS FROM AI WORKFLOW: ENTERPRISE MODEL DEPLOYMENT

View all reviews

About the IBM AI Enterprise Workflow Specialization

IBM AI Enterprise Workflow

Frequently Asked Questions

More questions? Visit the Learner Help Center.