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If you are a beginner and getting started with Containerization & tools like Docker, then this post shows how to set up & use Docker Desktop on Windows.
Docker has realized that Microsoft's new Windows Subsystem for Linux 2 has made Windows much more attractive both to Docker and its container developers for both Windows and Linux platforms.
TensorFlow on Windows seems like a no-brainer. Support for GPU-accelerated applications on Windows is highly robust, and Windows is as popular a platform as you could ask for.