Rename the notebooks

microsoft · Sep 23, 2018 · 3276efb · 3276efb
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diff --git a/README.md b/README.md
@@ -65,25 +65,25 @@ PySpark](http://mmlspark.azureedge.net/docs/pyspark/).
 
 See our [notebooks](notebooks/samples/) for all examples.
 
-[example:101]: notebooks/samples/101%20-%20Adult%20Census%20Income%20Training.ipynb
+[example:101]: notebooks/samples/Classification%20-%20Adult%20Census.ipynb
   "Adult Census Income Training"
-[example:102]: notebooks/samples/102%20-%20Regression%20Example%20with%20Flight%20Delay%20Dataset.ipynb
+[example:102]: notebooks/samples/Regression%20-%20Flight%20Delays.ipynb
   "Regression Example with Flight Delay Dataset"
-[example:106]: notebooks/samples/106%20-%20Quantile%20Regression%20with%20LightGBM.ipynb
+[example:106]: notebooks/samples/LightGBM%20-%20Quantile%20Regression%20for%20Drug%20Discovery.ipynb
   "Quantile Regression with LightGBM"
-[example:201]: notebooks/samples/201%20-%20Amazon%20Book%20Reviews%20-%20TextFeaturizer.ipynb
+[example:201]: notebooks/samples/TextAnalytics%20-%20Amazon%20Book%20Reviews.ipynb
   "Amazon Book Reviews - TextFeaturizer"
-[example:203]: notebooks/samples/203%20-%20Breast%20Cancer%20-%20Tune%20Hyperparameters.ipynb
+[example:203]: notebooks/samples/HyperParameterTuning%20-%20Fighting%20Breast%20Cancer.ipynb
   "Hyperparameter Tuning with MMLSpark"
-[example:301]: notebooks/samples/301%20-%20CIFAR10%20CNTK%20CNN%20Evaluation.ipynb
+[example:301]: notebooks/samples/DeepLearning%20-%20CIFAR10%20Convolutional%20Network.ipynb
   "CIFAR10 CNTK CNN Evaluation"
-[example:302]: notebooks/samples/302%20-%20Pipeline%20Image%20Transformations.ipynb
+[example:302]: notebooks/samples/OpenCV%20-%20Pipeline%20Image%20Transformations.ipynb
   "Pipeline Image Transformations"
-[example:304]: notebooks/samples/304%20-%20Medical%20Entity%20Extraction.ipynb
+[example:304]: notebooks/samples/DeepLearning%20-%20BiLSTM%20Medical%20Entity%20Extraction.ipynb
   "Medical Entity Extraction"
-[example:305]: notebooks/samples/305%20-%20Flowers%20ImageFeaturizer.ipynb
+[example:305]: notebooks/samples/DeepLearning%20-%20Flower%20Image%20Classification.ipynb
   "Deep Flower Classification"
-[example:401]: notebooks/gpu/401%20-%20CNTK%20train%20on%20HDFS.ipynb
+[example:401]: notebooks/gpu/DeepLearning%20-%20Distributed%20CNTK%20training.ipynb
   "CIFAR10 CNTK CNN Training"
 
 ## A short example
@@ -110,6 +110,39 @@ documentation for [Scala](http://mmlspark.azureedge.net/docs/scala/) and
 
 ## Setup and installation
 
+### Spark package
+
+MMLSpark can be conveniently installed on existing Spark clusters via the
+`--packages` option, examples:
+
+   ```bash
+   spark-shell --packages Azure:mmlspark:0.13
+   pyspark --packages Azure:mmlspark:0.13
+   spark-submit --packages Azure:mmlspark:0.13 MyApp.jar
+   ```
+
+This can be used in other Spark contexts too, for example, you can use MMLSpark
+in [AZTK](https://github.com/Azure/aztk/) by [adding it to the
+`.aztk/spark-defaults.conf`
+file](https://github.com/Azure/aztk/wiki/PySpark-on-Azure-with-AZTK#optional-set-up-mmlspark).
+
+### Databricks
+
+To install MMLSpark on the [Databricks
+cloud](http://community.cloud.databricks.com), create a new [library from Maven
+coordinates](https://docs.databricks.com/user-guide/libraries.html#libraries-from-maven-pypi-or-spark-packages)
+in your workspace.
+
+For the coordinates use: `Azure:mmlspark:0.13`.  Ensure this library is
+attached to all clusters you create.
+
+Finally, ensure that your Spark cluster has at least Spark 2.1 and Scala 2.11.
+
+You can use MMLSpark in both your Scala and PySpark notebooks. To get started with our example notebooks import the following databricks archive:
+
+```https://mmlspark.blob.core.windows.net/dbcs/MMLSpark%20Examples%20v0.13.dbc```
+
+
 ### Docker
 
 The easiest way to evaluate MMLSpark is via our pre-built Docker container.  To
@@ -131,22 +164,6 @@ MMLSpark can be used to train deep learning models on GPU nodes from a Spark
 application.  See the instructions for [setting up an Azure GPU
 VM](docs/gpu-setup.md).
 
-### Spark package
-
-MMLSpark can be conveniently installed on existing Spark clusters via the
-`--packages` option, examples:
-
-   ```bash
-   spark-shell --packages Azure:mmlspark:0.13
-   pyspark --packages Azure:mmlspark:0.13
-   spark-submit --packages Azure:mmlspark:0.13 MyApp.jar
-   ```
-
-This can be used in other Spark contexts too, for example, you can use MMLSpark
-in [AZTK](https://github.com/Azure/aztk/) by [adding it to the
-`.aztk/spark-defaults.conf`
-file](https://github.com/Azure/aztk/wiki/PySpark-on-Azure-with-AZTK#optional-set-up-mmlspark).
-
 ### Python
 
 To try out MMLSpark on a Python (or Conda) installation you can get Spark
@@ -181,22 +198,6 @@ the rest of the options as shown on the screenshot to the right.
 
 Submit, and the cluster should finish configuring within 10 minutes or so.
 
-### Databricks cloud
-
-To install MMLSpark on the [Databricks
-cloud](http://community.cloud.databricks.com), create a new [library from Maven
-coordinates](https://docs.databricks.com/user-guide/libraries.html#libraries-from-maven-pypi-or-spark-packages)
-in your workspace.
-
-For the coordinates use: `Azure:mmlspark:0.13`.  Ensure this library is
-attached to all clusters you create.
-
-Finally, ensure that your Spark cluster has at least Spark 2.1 and Scala 2.11.
-
-You can use MMLSpark in both your Scala and PySpark notebooks. To get started with our example notebooks import the following databricks archive:
-
-```https://mmlspark.blob.core.windows.net/dbcs/MMLSpark%20Examples%20v0.13.dbc```
-
 ### SBT
 
 If you are building a Spark application in Scala, add the following lines to

diff --git a/notebooks/gpu/401 - CNTK train on HDFS.ipynb → ...earning - Distributed CNTK training.ipynb b/notebooks/gpu/401 - CNTK train on HDFS.ipynb → ...earning - Distributed CNTK training.ipynb
diff --git a/.../101 - Adult Census Income Training.ipynb → ...mples/Classification - Adult Census.ipynb b/.../101 - Adult Census Income Training.ipynb → ...mples/Classification - Adult Census.ipynb
diff --git a/...les/103 - Before and After MMLSpark.ipynb → ...ication - Before and After MMLSpark.ipynb b/...les/103 - Before and After MMLSpark.ipynb → ...ication - Before and After MMLSpark.ipynb
diff --git a/...les/304 - Medical Entity Extraction.ipynb → ... - BiLSTM Medical Entity Extraction.ipynb b/...les/304 - Medical Entity Extraction.ipynb → ... - BiLSTM Medical Entity Extraction.ipynb
diff --git a/...s/301 - CIFAR10 CNTK CNN Evaluation.ipynb → ...ing - CIFAR10 Convolutional Network.ipynb b/...s/301 - CIFAR10 CNTK CNN Evaluation.ipynb → ...ing - CIFAR10 Convolutional Network.ipynb
diff --git a/...mples/305 - Flowers ImageFeaturizer.ipynb → ...rning - Flower Image Classification.ipynb b/...mples/305 - Flowers ImageFeaturizer.ipynb → ...rning - Flower Image Classification.ipynb
diff --git a/...turization - Airplane or Automobile.ipynb → ...es/DeepLearning - Transfer Learning.ipynb b/...turization - Airplane or Automobile.ipynb → ...es/DeepLearning - Transfer Learning.ipynb
diff --git a/...reast Cancer - Tune Hyperparameters.ipynb → ...eterTuning - Fighting Breast Cancer.ipynb b/...reast Cancer - Tune Hyperparameters.ipynb → ...eterTuning - Fighting Breast Cancer.ipynb
diff --git a/...- Quantile Regression with LightGBM.ipynb → ...ntile Regression for Drug Discovery.ipynb b/...- Quantile Regression with LightGBM.ipynb → ...ntile Regression for Drug Discovery.ipynb
diff --git a/...02 - Pipeline Image Transformations.ipynb → ...CV - Pipeline Image Transformations.ipynb b/...02 - Pipeline Image Transformations.ipynb → ...CV - Pipeline Image Transformations.ipynb
diff --git a/...05 - Regression with DataConversion.ipynb → ... - Flight Delays with DataCleaning.ipynb b/...05 - Regression with DataConversion.ipynb → ... - Flight Delays with DataCleaning.ipynb
diff --git a/... Prediction Regression Auto Imports.ipynb → ...s/samples/Regression - Auto Imports.ipynb b/... Prediction Regression Auto Imports.ipynb → ...s/samples/Regression - Auto Imports.ipynb
diff --git a/...n Example with Flight Delay Dataset.ipynb → .../samples/Regression - Flight Delays.ipynb b/...n Example with Flight Delay Dataset.ipynb → .../samples/Regression - Flight Delays.ipynb
diff --git a/...Model Deployment with Spark Serving.ipynb → ...arkServing - Deploying a Classifier.ipynb b/...Model Deployment with Spark Serving.ipynb → ...arkServing - Deploying a Classifier.ipynb
diff --git a/...02 - Amazon Book Reviews - Word2Vec.ipynb → ...- Amazon Book Reviews with Word2Vec.ipynb b/...02 - Amazon Book Reviews - Word2Vec.ipynb → ...- Amazon Book Reviews with Word2Vec.ipynb
diff --git a/...mazon Book Reviews - TextFeaturizer.ipynb → ...TextAnalytics - Amazon Book Reviews.ipynb b/...mazon Book Reviews - TextFeaturizer.ipynb → ...TextAnalytics - Amazon Book Reviews.ipynb