Merge branch 'main' into sasha-gitg-patch-3

fix: bad link (#712 )
* feat: notebook on model registry * feat: notebook on model registry * feat: workflow notebook * feat: workflow notebook * feat: workflow notebook * fix: objective * fix: objective * fix: link * fix: link
2026-09-27 15:42:05 +00:00 · 2022-07-08 15:04:44 -04:00 · 2022-07-07 12:51:14 -07:00 · 2022-07-06 14:40:51 -07:00 · 2022-07-06 14:26:45 -07:00 · 2022-07-06 08:38:28 -07:00
6 changed files with 2798 additions and 3 deletions
@@ -25,3 +25,4 @@
 /notebooks/community/ml_ops/stage2/get_started_with_visionapi_and_automl.ipynb @mansari
 /notebooks/community/neo4j/graph_paysim.ipynb @benofben @laeg
 /notebooks/community/ml_ops/stage1/get_started_with_visionapi_and_vertex_datasets.ipynb @mansari
+/notebooks/community/pipelines/google_cloud_pipeline_components_bqml_pipeline_demand_forecasting.ipynb @inardini
@@ -192,6 +192,24 @@ The steps performed in this tutorial include:
 - Delete a `Model` resource along with all model versions.
 ```

+[Get Started with AutoML Tabular Pipeline Workflow](get_started_with_automl_tabular_pipeline_workflow.ipynb)
+
+```
+The steps performed in this tutorial include:
+
+- Define training specification.
+    - Dataset specification
+    - Hyperparameter overide specification
+    - machine specifications
+- Construct tabular workflow pipeline.
+- Compile and execute pipeline.
+- View evaluation metrics artifact.
+- Export AutoML model as an OSS TF model.
+- Create `Endpoint` resource.
+- Deploy exported OSS TF model.
+- Make a prediction.
+```
+
 ### E2E Stage Example

 [Stage 3: Formalization](mlops_formalization.ipynb)
@@ -175,7 +175,7 @@
        "    USER_FLAG = \"--user\"\n",
        "\n",
        "! pip3 install {USER_FLAG} --upgrade fsspec gcsfs joblib -q\n",
-        "! pip3 install {USER_FLAG} --force-reinstall git+https://github.com/googleapis/python-aiplatform@main -q\n",
+        "! pip3 install {USER_FLAG} --force-reinstall 'google-cloud-aiplatform>=1.15' -q\n",
        "! pip3 install {USER_FLAG} --upgrade sklearn"
      ]
    },
@@ -176,8 +176,7 @@
        "if IS_WORKBENCH_NOTEBOOK:\n",
        "    USER_FLAG = \"--user\"\n",
        "\n",
-        "!pip3 install {USER_FLAG} --force-reinstall git+https://github.com/sasha-gitg/python-aiplatform@main -q\n",
-        "!pip3 install {USER_FLAG} google-cloud-aiplatform[metadata] -q\n",
+        "!pip3 install {USER_FLAG} --force-reinstall 'google-cloud-aiplatform[metadata]>=1.15' -q\n",
        "!pip3 install {USER_FLAG} kfp -q"
      ]
    },
Author	SHA1	Message	Date
sasha-gitgandGitHub	707addff83	Merge branch 'main' into sasha-gitg-patch-3	2022-07-08 15:04:44 -04:00
Andrew FerlitschandGitHub	c95f73c1a8	fix: bad link (#712 ) * feat: notebook on model registry * feat: notebook on model registry * feat: workflow notebook * feat: workflow notebook * feat: workflow notebook * fix: objective * fix: objective * fix: link * fix: link	2022-07-07 12:51:14 -07:00
Andrew FerlitschandGitHub	9da033c887	Update README.md	2022-07-06 14:40:51 -07:00
Andrew FerlitschandGitHub	f61f9bfdc2	feat: notebook for automl tabular workflow (#710 ) * feat: notebook on model registry * feat: notebook on model registry * feat: workflow notebook * feat: workflow notebook * feat: workflow notebook	2022-07-06 14:26:45 -07:00
Ivan Nardini GitHub Andrew Ferlitsch	b2a17dfc83	inardini - New 20+ Pipeline Operators for BQML notebook (#706 ) * google_cloud_pipeline_components_bqml_pipeline_demand_forecasting notebook * linter test to check with andy * google_cloud_pipeline_components_bqml_pipeline_demand_forecasting notebook * linter test to check with andy * merge * linter test minor fails. check with andy * add code owner * minor changes * remove components * linter test passed Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>	2022-07-06 08:38:28 -07:00
sasha-gitgandGitHub	7072219d8b	Update build_model_experimentation_lineage_with_prebuild_code.ipynb (#703 ) Switch to install from Pypi	2022-07-01 14:40:52 -07:00
sasha-gitgandGitHub	75e4c80cb0	Merge branch 'main' into sasha-gitg-patch-3	2022-06-30 19:32:34 -04:00
sasha-gitgandGitHub	6c22c0b177	Update comparing_pipeline_runs.ipynb	2022-06-30 18:53:03 -04:00