This is a self-paced lab that takes place in the Google Cloud console. AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
Instructor: Google Cloud Training
33 already enrolled
Project
Build in-demand job skills with step-by-step instructions
Intermediate level
No previous experience necessary
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
What you'll learn
Prepare a GKE cluster with the Istio add-on for TensorFlow Serving
Create a canary release of a TensorFlow model deployment
Configure various traffic splitting strategies
Skills you'll practice
- Category: Load Balancing
- Category: Tensorflow
- Category: Microservices
- Category: Kubernetes
Details to know
Shareable Certificate
Add to your LinkedIn profile
Project
Build in-demand job skills with step-by-step instructions
Intermediate level
No previous experience necessary
2 hours (approximately)
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
About this project
Instructor
Offered by
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
You might also like
You are Currently on slide 1
Open new doors with Coursera Plus
Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
By purchasing a Project, you'll get everything you need to complete the Project including temporary access to any product required to complete the Project.
Even though Projects are technically available on mobile devices, we highly recommend that you complete Projects on a laptop or desktop only.
Yes, you can download and keep any of your created files from the Project. To do so, please make sure you save any files and work to your device before exiting the product environment.
Projects are not eligible for refunds. See our full refund policy.
Financial aid is not available for Projects.
In rare instances, Projects may be taken down for maintenance or other reasons. If you are experiencing any issues, please contact us.
Auditing is not available for Projects.
At the top of the page, you can view the experience level recommended for this Project.
Yes, everything you need to complete your Project will be available in your browser.
