Merge pull request #58 from JakeRadMSFT/u/jakerad/reduce-train-time

Reduce train time for Train and AutoML Notebook.

Author: JakeRadMSFT

machine-learning/03-Training and AutoML.ipynb

@@ -413,7 +413,7 @@
         "var experiment = context.Auto().CreateExperiment();\n",
         "experiment.SetPipeline(pipeline)\n",
         "        .SetEvaluateMetric(RegressionMetric.RootMeanSquaredError, \"y\")\n",
-        "        .SetTrainingTimeInSeconds(300)\n",
+        "        .SetTrainingTimeInSeconds(30)\n",
         "        .SetDataset(trainTestSplit.TrainSet, trainTestSplit.TestSet)\n",
         "        .SetMonitor(monitor);\n",
         "\n",
@@ -535,8 +535,8 @@
       "source": [
         "# Continue learning\n",
         "\n",
-        "> [⏩ Next Module - Model Evaluation](https://raw.githubusercontent.com/JakeRadMSFT/csharp-notebooks/main/machine-learning/04-Model%20Evaluation.ipynb)  \n",
-        "> [⏪ Last Module - Data Prep and Feature Engineering](https://raw.githubusercontent.com/JakeRadMSFT/csharp-notebooks/main/machine-learning/02-Data%20Preparation%20and%20Feature%20Engineering.ipynb)  "
+        "> [⏩ Next Module - Model Evaluation](https://ntbk.io/ml-04-evaluation)  \n",
+        "> [⏪ Last Module - Data Prep and Feature Engineering](https://ntbk.io/ml-02-data)  "
       ]
     }
   ],