Erste Schritte mit Vertex AI Experiments: Notebook
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In dieser Anleitung wird gezeigt, wie Sie Vertex AI in der Produktion verwenden. Außerdem wird beschrieben, wie Sie mit Vertex AI Experiments beginnen.
Notebook: Erste Schritte mit Vertex AI Experiments
In dieser Anleitung werden die folgenden Google Cloud ML-Dienste verwendet:
[[["Leicht verständlich","easyToUnderstand","thumb-up"],["Mein Problem wurde gelöst","solvedMyProblem","thumb-up"],["Sonstiges","otherUp","thumb-up"]],[["Schwer verständlich","hardToUnderstand","thumb-down"],["Informationen oder Beispielcode falsch","incorrectInformationOrSampleCode","thumb-down"],["Benötigte Informationen/Beispiele nicht gefunden","missingTheInformationSamplesINeed","thumb-down"],["Problem mit der Übersetzung","translationIssue","thumb-down"],["Sonstiges","otherDown","thumb-down"]],["Zuletzt aktualisiert: 2025-09-04 (UTC)."],[],[],null,["# Get started with Vertex AI Experiments: Notebook\n\nThis tutorial demonstrates how to use Vertex AI in production and\ncovers getting started with Vertex AI Experiments.\n\nNotebook: Get started with Vertex AI Experiments\n------------------------------------------------\n\n| To see an example of getting started with Vertex AI Experiments,\n| run the \"Get started with Vertex AI Experiments\" notebook in one of the following\n| environments:\n|\n| [Open in Colab](https://colab.research.google.com/github/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/get_started_with_vertex_experiments.ipynb)\n|\n|\n| \\|\n|\n| [Open in Colab Enterprise](https://console.cloud.google.com/vertex-ai/colab/import/https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fget_started_with_vertex_experiments.ipynb)\n|\n|\n| \\|\n|\n| [Open\n| in Vertex AI Workbench](https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fget_started_with_vertex_experiments.ipynb)\n|\n|\n| \\|\n|\n| [View on GitHub](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/get_started_with_vertex_experiments.ipynb)\n\nThis tutorial uses the following Google Cloud ML services:\n\n- Vertex AI Experiments\n- Vertex ML Metadata\n- Vertex AI training\n\nThe steps performed include:\n\n- Local (notebook) training\n - Create an experiment.\n - Create a first run in the experiment.\n - Log parameters and metrics.\n - Create artifact lineage.\n - Visualize the experiment results.\n - Execute a second run.\n - Compare the two runs in the experiment.\n- Cloud (Vertex AI) training\n - Within the training script:\n - Create an experiment.\n - Log parameters and metrics.\n - Create artifact lineage.\n - Create a Vertex AI training custom job.\n - Execute the custom job.\n - Visualize the experiment results.\n\nRelevant content\n----------------\n\n- [Introduction to Vertex AI Experiments](/vertex-ai/docs/experiments/intro-vertex-ai-experiments)"]]
