- clone this repo:
https://github.com/davew-msft/notebooks-everywhere
- Link to Presentation Notebook in RISE format
- Interface Walkthrough
- Demo: Electric Vehicle Routing and Reachable Range with Azure Maps
- Other Ways to Run Jupyter Notebooks
- Interesting Tidbits
- Here is a really cool example using Q# (Microsoft's Quantum Computing Language)
- Here is a great example of "model explainability" that "tells a story"
- ML Primers - Lots of them
- ML wtih Python
- Natural Language Processing Labs
- IoT Anomaly Detection
- High School Math taught with Jupyter Notebooks
- Reinforcement Learning Labs
- Practical AI for the Working Software Engineer
- includes the Seeing AI app
- Loan ChargeOff demo
- MNIST demos
- handwritten number recognition using various approaches
https://github.com/microsoft/MLOps/tree/master/examples/explainability move this area to this repo (done) video demo is near the end: https://mybuild.techcommunity.microsoft.com/sessions/77150?source=sessions Let's build a model to help HR figure out better ways to retain employees!
train-deploy-explainer.ipynb