odh-labs / ml-workshop Goto Github PK
View Code? Open in Web Editor NEWOpen Data Hub Machine Learning Workshop
License: MIT License
Open Data Hub Machine Learning Workshop
License: MIT License
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.
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 :-)
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.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.