mpdominguez/sagemaker-workshop

Sagemaker Workshop

sagemakerworkshop

Setup:

Install Hugo:

On a mac:

brew install hugo

On Linux:

• Download from the releases page: https://github.com/gohugoio/hugo/releases/tag/v0.46
• Extract and save the executable to /usr/local/bin

Clone this repo:

From wherever you checkout repos: git clone [email protected]:githubmg/sagemaker-workshop.git (or your fork)

Clone the theme submodule:

cd sagemaker-workshop

git submodule init ; git submodule update

Install Node.js and npm:

You can follow instructions from npm website: https://www.npmjs.com/get-npm

Install node packages:

npm install

Run Hugo locally:

npm run server or npm run drafts to see stubbed in draft pages.

npm run build will build your content locally and output to ./public/

npm run test will test the built content for bad links

View Hugo locally:

Visit http://localhost:8080/ to see the site.

Making Edits:

As you save edits to a page, the site will live-reload to show your changes.

Auto Deploy:

Any commits to master will auto build and deploy in a couple of minutes. You can see the currently deployed hash at the bottom of the menu panel.

note: shift-reload may be necessary in your browser to reflect the latest changes.

sagemaker-workshop's Issues

s3 buckets mentioned in the tutorial is not accessible

File name: https://github.com/mpdominguez/sagemaker-workshop/blob/master/content/step/upload.md

The buckets mentioned are not accessible anymore:

!wget https://ml-lab-mggaska.s3.amazonaws.com/sales-forecast/billing/billing_sm.csv !wget https://ml-lab-mggaska.s3.amazonaws.com/sales-forecast/reseller/reseller_sm.csv !wget https://ml-lab-mggaska.s3.amazonaws.com/sales-forecast/awswrangler-0.0b2-py3.6.egg

awswrangler attribute issue

getting the following error when running the cell containing "session = awswrangler.Session()
"
AttributeError Traceback (most recent call last)
in ()
----> 1 session = awswrangler.Session()
2 df = session.pandas.read_sql_athena(
3 sql="select * from resellers_sample",
4 database="implementationdb"
5 )

AttributeError: module 'awswrangler' has no attribute 'Session'