|
112 | 112 | - name: Examples repository
|
113 | 113 | displayName: example, examples, jupyter, python, notebook, github
|
114 | 114 | href: https://github.com/azure/machinelearningnotebooks
|
115 |
| -- name: How-to guides (v1) |
| 115 | +- name: Infrastructure & security (v1) |
116 | 116 | items:
|
117 |
| - - name: Install and set up the CLI (v1) |
118 |
| - displayName: azurecli, mlops |
119 |
| - href: reference-azure-machine-learning-cli.md |
120 |
| - - name: Manage workspace using CLI (v1) |
121 |
| - href: how-to-manage-workspace-cli.md |
122 |
| - - name: Set up software environments CLI (v1) |
123 |
| - href: how-to-use-environments.md |
124 |
| - - name: Use private Python packages |
125 |
| - displayName: pip, Conda, anaconda |
126 |
| - href: how-to-use-private-python-packages.md |
| 117 | + |
127 | 118 | - name: Create & manage compute resources
|
128 |
| - - name: Workspace Diagnostics |
129 |
| - href: how-to-workspace-diagnostic-api.md |
130 | 119 | items:
|
| 120 | + - name: Manage workspace using CLI (v1) |
| 121 | + href: how-to-manage-workspace-cli.md |
| 122 | + - name: Workspace Diagnostics |
| 123 | + href: how-to-workspace-diagnostic-api.md |
131 | 124 | - name: Compute instance
|
132 | 125 | displayName: compute target
|
133 | 126 | href: how-to-create-manage-compute-instance.md
|
|
137 | 130 | - name: Azure Kubernetes Service
|
138 | 131 | displayName: AKS, inference
|
139 | 132 | href: how-to-create-attach-kubernetes.md
|
| 133 | + - name: Link to Azure Synapse Analytics workspace |
| 134 | + href: ../how-to-link-synapse-ml-workspaces.md |
140 | 135 | - name: Security
|
141 | 136 | items:
|
142 | 137 | - name: Use managed identities for access control
|
|
158 | 153 | - name: Configure secure web services (v1)
|
159 | 154 | displayName: ssl, tls
|
160 | 155 | href: how-to-secure-web-service.md
|
| 156 | +- name: How-to guides (v1) |
| 157 | + items: |
| 158 | + - name: Install and set up the CLI (v1) |
| 159 | + displayName: azurecli, mlops |
| 160 | + href: reference-azure-machine-learning-cli.md |
| 161 | + - name: Set up software environments CLI (v1) |
| 162 | + href: how-to-use-environments.md |
| 163 | + - name: Set input & output directories |
| 164 | + displayName: large data, write, experiment files, size limit |
| 165 | + href: ../how-to-save-write-experiment-files.md |
| 166 | + - name: Use private Python packages |
| 167 | + displayName: pip, Conda, anaconda |
| 168 | + href: how-to-use-private-python-packages.md |
| 169 | + |
161 | 170 | - name: Work with data
|
162 | 171 | items:
|
163 | 172 | - name: Access data
|
|
247 | 256 | - name: Auto-train a natural language processing model
|
248 | 257 | displayName: nlp, auto ML, automl, SDK
|
249 | 258 | href: how-to-auto-train-nlp-models-v1.md
|
| 259 | + - name: Auto-train a forecast model |
| 260 | + displayName: time series |
| 261 | + href: how-to-auto-train-forecast.md |
250 | 262 | - name: Set up AutoML to train computer vision models with Python
|
251 | 263 | displayName: auto ML, automl, SDK
|
252 | 264 | href: how-to-auto-train-image-models-v1.md
|
253 | 265 | - name: Auto-train a small object detection model
|
254 | 266 | displayName: computer vision, image, image model
|
255 | 267 | href: how-to-use-automl-small-object-detect-v1.md
|
| 268 | + - name: Data splits & cross-validation (Python) |
| 269 | + displayName: automl, feature engineering, feature importance |
| 270 | + href: ../how-to-configure-cross-validation-data-splits.md |
| 271 | + - name: Featurization in automated ML (Python) |
| 272 | + displayName: automl, feature engineering, feature importance, BERT |
| 273 | + href: ../how-to-configure-auto-features.md |
256 | 274 | - name: Local inference using ONNX
|
257 | 275 | displayName: SDK, automl
|
258 | 276 | href: how-to-inference-onnx-automl-image-models-v1.md
|
| 277 | + - name: Troubleshoot automated ML |
| 278 | + href: ../how-to-troubleshoot-auto-ml.md |
259 | 279 | - name: Track experiments with MLflow
|
260 | 280 | displayName: log, monitor, metrics, model registry, register
|
261 | 281 | href: how-to-use-mlflow.md
|
|
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