add tutorials navigation

Author: sirutBuasai

.nav.yml

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+nav:
+  - index.md
+  - Training:
+    - EKS Training: tutorials/content/training/eks/README.md
+  - Inference:
+    - vLLM on SageMaker: tutorials/content/vllm-samples/sagemaker/README.md
+    - DeepSeek on EKS: tutorials/content/vllm-samples/deepseek/eks/README.md
+    - Fraud Detection Demo: tutorials/content/vllm-samples/deepseek/eks/fraud-detection-demo/README.md
+  - Integrations:
+    - MLflow: tutorials/content/mlflow/dlc-with-mlflow/README.md
+    - SOCI: tutorials/content/SOCI/README.md

index.md

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+# Tutorials
+
+Step-by-step guides for using AWS Deep Learning Containers.
+
+## Training
+
+- [EKS Training](content/training/eks/README.md) - Train models on Amazon EKS with PyTorch FSDP
+
+## Inference
+
+- [vLLM on SageMaker](content/vllm-samples/sagemaker/README.md) - Deploy vLLM on SageMaker endpoints
+- [DeepSeek on EKS](content/vllm-samples/deepseek/eks/README.md) - Deploy DeepSeek models with vLLM on EKS
+- [Fraud Detection Demo](content/vllm-samples/deepseek/eks/fraud-detection-demo/README.md) - End-to-end fraud detection with DeepSeek
+
+## Integrations
+
+- [MLflow](content/mlflow/dlc-with-mlflow/README.md) - Use MLflow with Deep Learning Containers
+- [SOCI](content/SOCI/README.md) - Seekable OCI for faster container startup
+
+## Next Steps
+
+- [Available Images](../reference/available_images.md) - Browse all container options
+- [Support Policy](../reference/support_policy.md) - Framework versions and timelines