Document Details
Functions Machine Learning Tensorflow
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides examples for Bash, PowerShell, and Cmd throughout, but consistently lists Windows-specific tools and patterns (PowerShell, Cmd) before Bash/Linux equivalents. Windows command syntax is often shown first, and troubleshooting advice is focused on Windows-specific issues (e.g., registry changes for long paths). The use of 'py' launcher is highlighted for Windows, and PowerShell/Cmd examples are given equal or greater prominence than Bash. However, Linux/macOS instructions are present for all critical steps, and the tutorial is not Windows-only.
Recommendations
- Present Bash/Linux examples first in each command section, as Bash is the default shell on Linux/macOS and increasingly on Windows (WSL, Git Bash).
- Balance troubleshooting advice by including common Linux/macOS issues (e.g., permissions, missing packages) alongside Windows-specific errors.
- Where possible, use cross-platform commands (e.g., 'python' instead of 'py') and clarify when a command is Windows-only.
- Explicitly state that all steps are supported on Linux/macOS and highlight any platform-specific differences.
- Consider grouping platform-specific instructions under clear headings or tabs, rather than interleaving them.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-17 00:00 | #262 | completed |
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| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-12 00:00 | #243 | cancelled |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
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