Udemy - AWS Certified ML Speciality (with Terraform)
terraform init
terraform apply
Start test data stream:
After a few minutes you should see data in your bucket:
Now, start the analytics application:
After a few minutes you should see more data in your bucket:
Kick off the crawler:
Open SSH tunnel to your instance on Zeppelin's port:
ssh -NL 8157:ec2-54-185-168-159.us-west-2.compute.amazonaws.com:8890 hadoop@ec2-54-185-168-159.us-west-2.compute.amazonaws.com
Open http://localhost:8157/ in the browser and import TF-IDF.json notebook. Step through code with Shift+Enter
Open a tunnel to the Jupyter notebook server port. The exact command can be found in the terraform output.
ssh ec2-user@ec2-34-222-235-174.us-west-2.compute.amazonaws.com -L 8888:localhost:8888
Run on the instance:
jupyter-notebook
Open in browser the localhost:8888 link (with token) that was printed out