U from tensorflow.keras.models import Model ModuleNotFoundError: No module named 'tensorflow.keras'

The error message you're encountering indicates that the TensorFlow Keras API cannot be found when trying to import the `Model` class from the `tensorflow.keras.models` module. This issue might occur due to several reasons:

1. **TensorFlow installation**: Ensure that TensorFlow is installed and properly imported. You can check if TensorFlow is installed by running `import tensorflow as tf` in your Python environment, and then `tf.__version__` to verify the version.

2. **Keras package**: TensorFlow 2.x includes the Keras API as an integral part, so if you have a newer version of TensorFlow installed, you might not need to separately install Keras. Make sure you are using TensorFlow >= 2.x.

3. **Environment isolation**: If you're working with multiple Python environments, ensure that the correct one has both TensorFlow and Keras installed. You can use `conda` or `virtualenv` to manage separate environments.

4. **Imports and paths**: Check if the `keras` package is being imported correctly. It's common to use `from tensorflow import keras` instead of the full path.

5. **Incorrect or outdated imports**: If you've recently updated your code, ensure that all import statements are up-to-date.

To resolve this issue, try these steps:

- Uninstall and reinstall TensorFlow.
- Update your TensorFlow installation to the latest version.
- Adjust your imports accordingly (e.g., `from tensorflow import keras`).
- Restart your Python interpreter or kernel.

If the problem persists, please share the exact version numbers of TensorFlow and Keras you're using.