A FREE Introduction to Kubeflow Coaching and Certification
What you’ll be taught
Be taught the fundamental Kubeflow structure
Be taught what parts make up the Kubeflow platform and the way they work
Be taught what instruments and add-ons can be found to boost the Kubeflow platform
Learn to set up Kubeflow on AWS, GCP and domestically
Description
We’ll be overlaying the next Kubeflow subjects on this course:
- Structure
- Machine Studying Workflows
- Elements
- Instruments and Add-ons
- Distributions
- Kubeflow Neighborhood
- Certification Prep
What’s Kubeflow?
Kubeflow as a mission received its begin over at Google. The concept was to create an easier method to run TensorFlow jobs on Kubernetes. So, Kubeflow was created as a method to run TensorFlow, based mostly on a pipeline referred to as TensorFlow Prolonged after which finally prolonged to assist a number of architectures and a number of clouds so it might be used as a framework to run whole machine studying pipelines. The Kubeflow open supply mission (licensed Apache 2.0) was formally introduced on the finish of 2017.
In a nutshell, Kubeflow is the machine studying toolkit that runs on high of Kubernetes. Kubeflow’s mixed parts permit each information scientists and DevOps to handle information, prepare fashions, tune and serve them, in addition to monitor them.
For whom is the “Introduction to Kubeflow” coaching and certification collection of programs for?
Information scientists, machine studying builders, DevOps engineers and infrastructure operators who’ve little or no expertise with Kubeflow and need to construct their data step-by-step, plus check their data and earn certificates alongside the way in which.
What are the conditions for this course?
A primary understanding of cloud computing, Kubernetes and machine studying ideas may be very useful.
Content material
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