Model Deployment using Kubernetes and Docker
Deploy your machine learning model using Kubernetes and Docker
12 Tutorials
0 Exercises
Advanced Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Model Deployment - Overview
3
Model Deployment - What and Why
Model Deployment Challenges - Overview
Model Deployment Patterns
2. Model Deployment - Architecture, Methods and Techniques
4
Note for upcoming video
Deployment Architecture with Business Use Case
Methods and Techniques of Model Deployment
Deployment Methods
3. Model Deployment using Kubernetes and Docker
5
Role of Docker and Kubernetes in the Model Deployment Pipeline and Lifecycle
Model Deployment on Kubernetes - Part 1
Model Deployment on Kubernetes - Part 2
Files used in the previous video
Scaling Machine Learning Model Deployed on Kubernetes
