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fix: lowercase hyperparameter tuning within text cells (#2619)

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Katie Nguyen
2024-01-10 15:03:51 +00:00
committed by GitHub
parent 745bd03644
commit 7737a98ec9
1 changed files with 5 additions and 6 deletions
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notebooks/official/pipelines/get_started_with_hpt_pipeline_components.ipynb
+5 -6
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@@ -29,7 +29,7 @@
"id": "title:generic,gcp"
},
"source": [
"# Get started with Vertex AI Hyperparameter Tuning pipeline components\n",
"# Get started with Vertex AI hyperparameter tuning pipeline components\n",
"\n",
"<table align=\"left\">\n",
" <td>\n",
@@ -63,9 +63,9 @@
"## Overview\n",
"\n",
"\n",
"This tutorial demonstrates how to use Vertex AI Hyperparameter Tuning pipeline components.\n",
"This tutorial demonstrates how to use Vertex AI hyperparameter tuning pipeline components.\n",
"\n",
"Learn more about [Vertex AI Pipelines](https://cloud.google.com/vertex-ai/docs/pipelines/introduction) and [Vertex AI Hyperparameter Tuning](https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview)."
"Learn more about [Vertex AI Pipelines](https://cloud.google.com/vertex-ai/docs/pipelines/introduction) and [Vertex AI hyperparameter tuning](https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview)."
]
},
{
@@ -76,13 +76,13 @@
"source": [
"### Objective\n",
"\n",
"In this tutorial, you learn how to use prebuilt `Google Cloud Pipeline Components` for `Vertex AI Hyperparameter Tuning`.\n",
"In this tutorial, you learn how to use prebuilt `Google Cloud Pipeline Components` for `Vertex AI hyperparameter tuning`.\n",
"\n",
"This tutorial uses the following Google Cloud ML services:\n",
"\n",
"- `Google Cloud Pipeline Components`\n",
"- `Vertex AI Dataset, Model and Endpoint` resources\n",
"- `Vertex AI Hyperparameter Tuning`\n",
"- `Vertex AI hyperparameter tuning`\n",
"\n",
"The steps performed include:\n",
"\n",
@@ -1020,7 +1020,6 @@
" project: str = PROJECT_ID,\n",
" region: str = REGION,\n",
"):\n",
"\n",
" from google_cloud_pipeline_components.experimental import \\\n",
" hyperparameter_tuning_job\n",
" from google_cloud_pipeline_components.types import artifact_types\n",