[Docs] Add Vertex AI Feature Store enrichment notebook (apache#30689)

* add vertex ai enrichment notebook * address review comments, add to readme * Update examples/notebooks/beam-ml/vertex_ai_feature_store_enrichment.ipynb Co-authored-by: Rebecca Szper <98840847+rszper@users.noreply.github.com> * Update examples/notebooks/beam-ml/vertex_ai_feature_store_enrichment.ipynb Co-authored-by: Rebecca Szper <98840847+rszper@users.noreply.github.com> * update content from review --------- Co-authored-by: Rebecca Szper <98840847+rszper@users.noreply.github.com>
hjtran · Apr 4, 2024 · 9e89a44 · 9e89a44
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diff --git a/examples/notebooks/beam-ml/README.md b/examples/notebooks/beam-ml/README.md
@@ -56,6 +56,11 @@ This section contains the following example notebooks.
 * [Use MLTransform to scale data](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/data_preprocessing/scale_data.ipynb)
 * [Preprocessing with the Apache Beam DataFrames API](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/dataframe_api_preprocessing.ipynb)
 
+### Data enrichment
+
+* [Use Bigtable to enrich data](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/bigtable_enrichment_transform.ipynb)
+* [Use Vertex AI Feature Store for feature enrichment](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/vertex_ai_feature_store_enrichment.ipynb)
+
 ### Prediction and inference with pretrained models
 
 * [Apache Beam RunInference for PyTorch](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/run_inference_pytorch.ipynb)