odh-labs / ml-workshop Goto Github PK

I renamed the notebook directory to discourage students looking in the src directory. So we need to update some screen shots and instructions.

The step numbers are out of sequence in Using JupyterLab

Update instructions with correct query in Superset:

Instruction Query:
SELECT kafkaData., s3Data.
FROM customerchurn.default.data kafkaData,
hive.default.customer1 s3Data
WHERE cast(kafkaData.customerId as VARCHAR) = s3Data.customerId

Replace with

Superset Query:
SELECT customers.gender, customers.seniorcitizen, customers.partner, customers.dependents, customers.tenure, products.*
from hive.default.customers customers,
customerchurn.default.data products
where cast(customers.customerId as VARCHAR) = cast(products.customerId as VARCHAR)

Change Lab3 Postman to be an example, not a lab they do.

The Visualise_Data.ipynb notebook has the pip install instructions commented out in the lab environment. However the instructions don't have them commented out.

I found that when I tried to run the notebook without installing the "seaborn" and "verta" dependencies, the notebook produced a whole lot of errors.
After removing the comments and re-running, everything worked.

Screenshot from instructions below. (install instructions commented out in lab enviro - no screenshot provided of lab)

Need to confirm where the files will be stored then move them over.

https://github.com/odh-labs/ml-workshop/blob/main/docs/lab3-mlops.md#inference-call-using-an-api-testing-tool

Description 2 in the instructions provides the description for Item 2 and Item 3 in the image.

Description 3 - should be: "append the path /api/v1.0/predictions to the URL."
The remaining numbers should be increased by "1". i.e Description 3 -> Description 4 etc.

Instructions say customer1 but should be customers

Fix the setup-users script. As discussed in 'Adding users to the workshop' in the setup: https://github.com/odh-labs/ml-workshop/blob/main/docs/setup.md

Scripts are here
https://github.com/odh-labs/ml-workshop/tree/main/src/deploy/scripts

Running it shouldn't destroy opentlc-mgr - like Tom's setup does :-)

"Now move to the next lab Lab 3 - ML OPs & Inference."

https://github.com/odh-labs/ml-workshop/blob/main/docs/lab1-data-engineering.md#configure-python-runner

Instructions state file dependency = config.py
Screenshot shows file dependency = hyper_parameters.py

See screenshots below

Update the Jupyter images to include all the necessary python libraries so we can remove all the pip3 installs.