Lesson 5/6: Deployment in the Cloud with Kubernetes
Details
You will learn how to
- Load our public Amazon Machine Image
- Set up Identity and Access Management roles for use with Elastic Compute 2 instances
- Set up Security groups so that we can access our instances
- Create launch configurations to set up our instances
- Create autoscaling groups to spin up our instances
- Deploy Docker images to Kubernetes as done in Lesson 4
If you weren't in attendance for the first session, please follow the instructions in this document to set up your environment before arriving: https://docs.google.com/document/d/1ayIjeM0SUA3BuF2CTOhcsyVgL9MP13NVHkPlrw7_MSQ/edit
Please be on time and bring your laptop. Food and drinks will be served.
Complete Syllabus
Lesson 1: Apache Spark, PySpark, and Zeppelin Intro
Lesson 2: Introduction to TensorFlow
Lesson 3: Machine Learning in TensorFlow
Lesson 4: Deployment of Kubernetes
Lesson 5: TensorFlow and Kubernets in the Cloud
Lesson 6: Putting it all Together
Thanks to our friends at Mozilla for hosting!
