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Author SHA1 Message Date
gericdongandGitHub 491ae69a2f Merge branch 'main' into autoreview_33 2022-10-21 11:07:00 -04:00
Andrew Ferlitsch 43658fc3e4 fix: missed bad links 2022-10-21 02:06:57 +00:00
Andrew Ferlitsch 93d53ee9ba fix: missed bad links 2022-10-21 01:59:58 +00:00
7 changed files with 20 additions and 16 deletions
@@ -120,7 +120,7 @@
" - XGBoost model training:\n",
" - Use BigQuery ML built-in XGBoost training.\n",
" - Alternatively, create a DMatrix generator from CSV files extracted from BigQuery table.\n",
" - Pytorch model training:\n",
" - PyTorch model training:\n",
" - Extract the BigQuery to a pandas dataframe.\n",
" - Preprocess the data in the dataframe.\n",
" - Create a DataLoader generator from the pandas dataframe.\n",
@@ -44,7 +44,7 @@
" </a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/ml_ops/stage1/get_started_dataflow.ipynb\">\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/community/ml_ops/stage1/get_started_dataflow.ipynb\">\n",
" <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
" Open in Vertex AI Workbench\n",
" </a>\n",
@@ -38,7 +38,7 @@
" </a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://console.cloud.google.com/ai/platform/notebooks/deploy-notebook?download_url=https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/ml_ops/stage1/get_started_vertex_datasets.ipynb\">\n",
" <a href=\"https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/ml_ops/stage1/get_started_vertex_datasets.ipynb\">\n",
"<img src=\"https://cloud.google.com/ml-engine/images/github-logo-32px.png\" alt=\"GitHub logo\">\n",
" View on GitHub\n",
" </a>\n",
@@ -233,7 +233,7 @@
},
"outputs": [],
"source": [
"required_packages <- c(\"reticulate\", \"glue\", \"httr\")\n",
"required_packages < -c(\"reticulate\", \"glue\", \"httr\")\n",
"install.packages(setdiff(required_packages, rownames(installed.packages())))\n",
"\n",
"sh(\"pip install --upgrade google-cloud-aiplatform\")"
@@ -289,7 +289,7 @@
},
"outputs": [],
"source": [
"PROJECT_ID <- \"[your-project-id]\" # @param {type:\"string\"}"
"PROJECT_ID < -\"[your-project-id]\" # @param {type:\"string\"}"
]
},
{
@@ -457,8 +457,8 @@
},
"outputs": [],
"source": [
"BUCKET_NAME <- \"[your-bucket-name]\" # @param {type:\"string\"}\n",
"BUCKET_URI <- paste0(\"gs://\", BUCKET_NAME)"
"BUCKET_NAME < -\"[your-bucket-name]\" # @param {type:\"string\"}\n",
"BUCKET_URI < -paste0(\"gs://\", BUCKET_NAME)"
]
},
{
@@ -628,9 +628,11 @@
},
"outputs": [],
"source": [
"PRIVATE_REPO <- \"my-docker-repo\"\n",
"PRIVATE_REPO < -\"my-docker-repo\"\n",
"\n",
"sh(\"gcloud artifacts repositories create {PRIVATE_REPO} --repository-format=docker --location={REGION} --description=\\\"Docker repository\\\"\")\n",
"sh(\n",
" 'gcloud artifacts repositories create {PRIVATE_REPO} --repository-format=docker --location={REGION} --description=\"Docker repository\"'\n",
")\n",
"\n",
"sh(\"gcloud artifacts repositories list\")"
]
@@ -676,11 +678,13 @@
},
"outputs": [],
"source": [
"IMAGE_NAME <- \"vertex-r\" # @param {type:\"string\"}\n",
"IMAGE_TAG <- \"latest\" # @param {type:\"string\"}\n",
"IMAGE_URI <- glue(\"{REGION}-docker.pkg.dev/{PROJECT_ID}/{PRIVATE_REPO}/{IMAGE_NAME}:{IMAGE_TAG}\")\n",
"IMAGE_NAME < -\"vertex-r\" # @param {type:\"string\"}\n",
"IMAGE_TAG < -\"latest\" # @param {type:\"string\"}\n",
"IMAGE_URI < -glue(\n",
" \"{REGION}-docker.pkg.dev/{PROJECT_ID}/{PRIVATE_REPO}/{IMAGE_NAME}:{IMAGE_TAG}\"\n",
")\n",
"\n",
"dir.create(\"src\", showWarnings = FALSE)"
"dir.create(\"src\", showWarnings=FALSE)"
]
},
{
@@ -44,7 +44,7 @@
" </a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/notebook_template.ipynb\">\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/community/ml_ops/stage2/get_started_vertex_tensorboard.ipynb\">\n",
" <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
" Open in Vertex AI Workbench\n",
" </a>\n",
@@ -48,7 +48,7 @@
" </a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://github.com/GoogleCloudPlatform/vertex-ai-samples/tree/main/notebooks/community/ml_ops/stage2/get_started_vertex_training_lightgbm.ipynb\">\n",
" <a href=\"https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/ml_ops/stage2/get_started_vertex_training_lightgbm.ipynb\">\n",
" <img src=\"https://cloud.google.com/ml-engine/images/github-logo-32px.png\" alt=\"GitHub logo\">\n",
" View on GitHub\n",
" </a>\n",
@@ -44,7 +44,7 @@
" </a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/notebook_template.ipynb\">\n",
" <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/community/ml_ops/stage2/get_started_vertex_training_pytorch.ipynb\">\n",
" <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
" Open in Vertex AI Workbench\n",
" </a>\n",