Create Azure Databricks Workbook #733

[ChiaChun0]

🛠️ Description

This update introduces a new Azure Databricks workbook focused on improving data insights. The workbook highlights configuration resources and offers best practice recommendations to optimize performance and align with the document (https://learn.microsoft.com/en-us/azure/databricks/lakehouse-architecture/cost-optimization/best-practices).

Fixes #733 - Azure Advisor Optimization Workbook New Ideas request

📷 Screenshots

• Tags for Databricks workspaces

• Use the right instance type for Databricks clusters

• Use up-to-date runtimes for workloads

• Use auto-scaling compute for clusters

• Use auto termination for clusters

• Use SQL warehouse or serverless services for SQL workloads

📋 Checklist

🔬 How did you test this change?

• [ ] 🤏 Lint tests
• [ ] 🤞 PS -WhatIf / az validate
• [x] 👍 Manually deployed + verified
• [ ] 💪 Unit tests
• [ ] 🙌 Integration tests

🙋‍♀️ Do any of the following that apply?

• [ ] 🚨 This is a breaking change.
• [ ] 🤏 The change is less than 20 lines of code.

📑 Did you update docs/changelog.md?

• [ ] ✅ Updated changelog (required for dev PRs)
• [x] ➡️ Will add log in a future PR (feature branch PRs only)
• [ ] ❎ Log not needed (small/internal change)

📖 Did you update documentation?

• [ ] ✅ Public docs in docs (required for dev)
• [ ] ✅ Internal dev docs in src (required for dev)
• [x] ➡️ Will add docs in a future PR (feature branch PRs only)
• [ ] ❎ Docs not needed (small/internal change)

[arthurclares]

I'm merging this PR to the Workbook branch to keep developing this further. This workbook will eventually be merged to COW.