fix docs for preset containers

[jafraustro]

Description

fix docs for preset containers

Changes Made

• Fix correct image name
• show correct dependencies
• No Intel Internal IP is present within the changes.
• The documentation has been updated to reflect any changes in functionality.

Validation

Build docs locally

[github-actions]

Dependency Review

✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.

OpenSSF Scorecard

Package	Version	Score	Details

Scanned Files

[github-advanced-security]

This pull request sets up GitHub code scanning for this repository. Once the scans have completed and the checks have passed, the analysis results for this pull request branch will appear on this overview. Once you merge this pull request, the 'Security' tab will show more code scanning analysis results (for example, for the default branch). Depending on your configuration and choice of analysis tool, future pull requests will be annotated with code scanning analysis results. For more information about GitHub code scanning, check out the documentation.

[github-actions]

Integration Test Results

Groups Tested: preset/classical-ml, preset/deep-learning-jax-cpu, preset/deep-learning-pytorch-cpu, preset/deep-learning-pytorch-gpu, preset/deep-learning-tensorflow-cpu, preset/deep-learning-tensorflow-gpu

Results

Test-Group	Test	Status
preset/classical-ml	modin-3.11	PASS
preset/classical-ml	modin-notebook-3.11	PASS
preset/classical-ml	scikit-3.11	PASS
preset/classical-ml	scikit-notebook-3.11	PASS
preset/classical-ml	xgboost-3.11	PASS
preset/classical-ml	xgboost-notebook-3.11	PASS
preset/deep-learning-jax-cpu	jax-import-3.11	PASS
preset/deep-learning-jax-cpu	jax-import-3.12	PASS
preset/deep-learning-jax-cpu	jax-import-jupyter-3.11	PASS
preset/deep-learning-jax-cpu	jax-import-jupyter-3.12	PASS
preset/deep-learning-jax-cpu	jax-xpu-example-3.11	PASS
preset/deep-learning-jax-cpu	jax-xpu-example-3.12	PASS
preset/deep-learning-pytorch-cpu	deep-learning-ipex-3.11-cpu	PASS
preset/deep-learning-pytorch-cpu	inference-optimization-inc-torch-3.11-cpu	PASS
preset/deep-learning-pytorch-cpu	deep-learning-ipex-notebook-3.11-cpu	PASS
preset/deep-learning-pytorch-cpu	deep-learning-ipex-quantization-notebook-3.11-cpu	PASS
preset/deep-learning-pytorch-gpu	deep-learning-ipex-3.11-gpu	PASS
preset/deep-learning-pytorch-gpu	inference-optimization-inc-torch-3.11-gpu	PASS
preset/deep-learning-pytorch-gpu	deep-learning-ipex-notebook-3.11-gpu	PASS
preset/deep-learning-pytorch-gpu	deep-learning-ipex-quantization-notebook-3.11-gpu	PASS
preset/deep-learning-tensorflow-cpu	deep-learning-itex-3.11-cpu	PASS
preset/deep-learning-tensorflow-cpu	import-itex-3.11-cpu	PASS
preset/deep-learning-tensorflow-cpu	inference-optimization-inc-tensorflow-3.11-cpu	PASS
preset/deep-learning-tensorflow-cpu	inference-optimization-inc-itex-notebook-3.11-cpu	PASS
preset/deep-learning-tensorflow-cpu	inference-optimization-onnx-3.11-cpu	PASS
preset/deep-learning-tensorflow-gpu	deep-learning-itex-3.11-gpu	PASS
preset/deep-learning-tensorflow-gpu	import-itex-3.11-gpu	PASS
preset/deep-learning-tensorflow-gpu	inference-optimization-inc-tensorflow-3.11-gpu	PASS

Overall Result: PASS ✅