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@@ -84,8 +84,8 @@
"\n",
"The steps performed include:\n",
"\n",
"- Construct a scikit-learn training package.\n",
"- Construct a pipeline to train and deploy a scikit-learn model.\n",
"- Construct a XGBoost training package.\n",
"- Construct a pipeline to train and deploy a XGBoost model.\n",
"- Execute the pipeline.\n",
"- Make an online prediction."
]
@@ -774,8 +774,8 @@
"\n",
"- Command-line arguments:\n",
" - `model-dir`: The location to save the trained model. When using Vertex AI custom training, the location will be specified in the environment variable: `AIP_MODEL_DIR`,\n",
" - `dataset_data_url`: The location of the training data to download.\n",
" - `dataset_labels_url`: The location of the training labels to download.\n",
" - `dataset-data-url`: The location of the training data to download.\n",
" - `dataset-labels-url`: The location of the training labels to download.\n",
" - `boost-rounds`: Tunable hyperparameter\n",
"- Data preprocessing (`get_data()`):\n",
" - Download the dataset and split into training and test.\n",
@@ -1196,7 +1196,7 @@
"source": [
"### Prepare the test item\n",
"\n",
"You use a syntheric test item."
"You use a synthetic test item."
]
},
{