SEO metadata description fixes

damabe · damabe · commit 680524f6153e · 2020-08-03T21:58:40.000-07:00
diff --git a/docs/machine-learning/python/ref-py-revoscalepy.md b/docs/machine-learning/python/ref-py-revoscalepy.md
@@ -1,6 +1,6 @@
 ---
 title: revoscalepy Python package
-description: revoscalepy is a Python package from Microsoft that supports distributed computing, remote compute contexts, and high-performance data science algorithms. The package is included in SQL Server Machine Learning Services.
+description: revoscalepy is a Python package from Microsoft that supports distributed computing, remote compute contexts, and high-performance data science algorithms.
 ms.prod: sql
 ms.technology: machine-learning-services
 ms.date: 07/14/2020
diff --git a/docs/machine-learning/r/how-to-create-mdx-queries-using-olapr.md b/docs/machine-learning/r/how-to-create-mdx-queries-using-olapr.md
@@ -1,6 +1,6 @@
 ---
 title: Create MDX queries in R using olapR
-description: Use the olapR package library in SQL Server to write MDX queries in R language script.
+description: Learn how to use the olapR package library in SQL Server to write MDX queries or execute an existing MDX query in R language script.
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/r/r-server-standalone.md b/docs/machine-learning/r/r-server-standalone.md
@@ -1,6 +1,6 @@
 ---
 title: What is standalone Machine Learning Server or R Server?
-description: Overview introduction to standalone R Server and Machine Learning Server in SQL Server Setup
+description: Learn the differences between standalone R Server and Machine Learning Server in SQL Server Setup.
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-create-models.md b/docs/machine-learning/tutorials/deepdive-create-models.md
@@ -1,6 +1,6 @@
 ---
 title: Create R models with RevoScaleR
-description: "RevoScaleR tutorial 7: How to build a model using the R language on SQL Server."
+description: "Learn how to create a linear regression model to analyze the data that you enriched in a previous tutorial."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-create-new-sql-server-table-using-rxdatastep.md b/docs/machine-learning/tutorials/deepdive-create-new-sql-server-table-using-rxdatastep.md
@@ -1,6 +1,6 @@
 ---
 title: Create table using rxDataStep
-description: "RevoScaleR tutorial 11: How to create a SQL Server table using the R language on SQL Server."
+description: "Learn how to move data between in-memory data frames, the SQL Server context, and local files by using rxDataStep."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-create-sql-server-data-objects-using-rxsqlserverdata.md b/docs/machine-learning/tutorials/deepdive-create-sql-server-data-objects-using-rxsqlserverdata.md
@@ -1,6 +1,6 @@
 ---
 title: Create RxSqlServerData objects
-description: "RevoScaleR tutorial 2: How to create data objects using the R language on SQL Server."
+description: "Learn how to use RevoScaleR functions with SQL Server. This tutorial is a continuation of database creation: adding tables and loading data."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-custom-r-functions-using-rxexec.md b/docs/machine-learning/tutorials/deepdive-custom-r-functions-using-rxexec.md
@@ -1,6 +1,6 @@
 ---
 title: Custom R functions using rxExec
-description: "RevoScaleR tutorial 14: How to run custom R scripts on SQL Server using RevoScaleR functions."
+description: "Learn to use simulated data to demonstrate execution of a custom R function that runs on a remote server."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-define-and-use-compute-contexts.md b/docs/machine-learning/tutorials/deepdive-define-and-use-compute-contexts.md
@@ -1,6 +1,6 @@
 ---
 title: Use RevoScaleR compute contexts
-description: "RevoScaleR tutorial 4: How to define a compute context using the R language on SQL Server."
+description: "Learn about the RxInSqlServer function, which lets you define a compute context for a remote SQL Server."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-load-data-into-memory-using-rximport.md b/docs/machine-learning/tutorials/deepdive-load-data-into-memory-using-rximport.md
@@ -1,6 +1,6 @@
 ---
 title: Load data using rxImport
-description: "RevoScaleR tutorial 10: How to load data using the R language on SQL Server."
+description: "Learn how to get data from SQL Server, and then use the rxImport function to put the data of interest into a local file."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-move-data-between-sql-server-and-xdf-file.md b/docs/machine-learning/tutorials/deepdive-move-data-between-sql-server-and-xdf-file.md
@@ -1,6 +1,6 @@
 ---
 title: Move data with XDF file
-description: "RevoScaleR tutorial 13: How to move data using XDF and the R language on SQL Server."
+description: "Use an XDF file to transfer data between remote and local compute contexts. Storing the data in an XDF file allows you to perform transformations on the data."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-query-and-modify-the-sql-server-data.md b/docs/machine-learning/tutorials/deepdive-query-and-modify-the-sql-server-data.md
@@ -1,6 +1,6 @@
 ---
 title: Modify SQL data using RevoScaleR
-description: "RevoScaleR tutorial 3: How to query and modify data using the R language on SQL Server."
+description: "Learn how to query and modify data using the R language on SQL Server, specifically the RevoScaleR function."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-score-new-data.md b/docs/machine-learning/tutorials/deepdive-score-new-data.md
@@ -1,6 +1,6 @@
 ---
 title: Score data using RevoScaleR
-description: "RevoScaleR tutorial 8: How to score data using the R language on SQL Server."
+description: "Use the logistic regression model that you created in the previous tutorial to score another data set that uses the same independent variables as inputs."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-transform-data-using-r.md b/docs/machine-learning/tutorials/deepdive-transform-data-using-r.md
@@ -1,6 +1,6 @@
 ---
 title: Transform data using RevoScaleR
-description: "RevoScaleR tutorial 9: How to transform data using the R language on SQL Server."
+description: "Learn about the RevoScaleR functions for transforming data at various stages of your analysis and how to transform data using the R language on SQL Server."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-visualize-sql-server-data-using-r.md b/docs/machine-learning/tutorials/deepdive-visualize-sql-server-data-using-r.md
@@ -1,6 +1,6 @@
 ---
 title: Visualize data using RevoScaleR
-description: "RevoScaleR tutorial 6: How to visualize data using the R language on SQL Server."
+description: "Learn how to use R functions to visualize the distribution of values in the creditLine column by gender."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/deepdive-work-with-sql-server-data-using-r.md b/docs/machine-learning/tutorials/deepdive-work-with-sql-server-data-using-r.md
@@ -1,6 +1,6 @@
 ---
 title: Database for RevoScaleR tutorials
-description: "RevoScaleR tutorial 1: How to create a SQL Server database for R tutorials."
+description: "Create a SQL Server database and set the permissions necessary for completing the other R tutorials."
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/python-taxi-classification-explore-data.md b/docs/machine-learning/tutorials/python-taxi-classification-explore-data.md
@@ -1,6 +1,6 @@
 ---
 title: "Python tutorial: Explore and visualize data"
-description: In part two of this five-part tutorial series, you'll explore sample data and generate some plots in preparation for using binary classification in Python with SQL machine learning.
+description: Explore sample data and generate some plots in preparation for using binary classification in Python with SQL machine learning.
 ms.prod: sql
 ms.technology: machine-learning
 
diff --git a/docs/machine-learning/tutorials/python-taxi-classification-introduction.md b/docs/machine-learning/tutorials/python-taxi-classification-introduction.md
@@ -1,6 +1,6 @@
 ---
 title: "Python tutorial: Predict NYC taxi fares with binary classification"
-description: In this five-part tutorial series, you'll learn how to embed Python code in SQL Server stored procedures and T-SQL functions with SQL machine learning to predict NYC taxi fares using binary classification.
+description: Learn how to embed Python code in SQL Server stored procedures and T-SQL functions with SQL machine learning to predict NYC taxi fares using binary classification.
 ms.prod: sql
 ms.technology: machine-learning
 
diff --git a/docs/machine-learning/tutorials/r-taxi-classification-explore-data.md b/docs/machine-learning/tutorials/r-taxi-classification-explore-data.md
@@ -1,6 +1,6 @@
 ---
 title: "R tutorial: Explore and visualize data"
-description: In part two of this five-part tutorial series, you'll explore sample data and generate some plots in preparation for using binary classification in R with SQL machine learning.
+description: Explore sample data and generate some plots in preparation for using binary classification in R with SQL machine learning.
 ms.prod: sql
 ms.technology: machine-learning
 
diff --git a/docs/machine-learning/tutorials/walkthrough-build-and-save-the-model.md b/docs/machine-learning/tutorials/walkthrough-build-and-save-the-model.md
@@ -1,6 +1,6 @@
 ---
 title: "R tutorial: Build and save model"
-description: Tutorial showing how to build an R language model used for SQL Server in-database analytics.
+description: Learn details about how to build an R language machine learning model used for SQL Server in-database analytics.
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/walkthrough-create-graphs-and-plots-using-r.md b/docs/machine-learning/tutorials/walkthrough-create-graphs-and-plots-using-r.md
@@ -1,6 +1,6 @@
 ---
 title: "R tutorial: Create graphs and plots"
-description: Tutorial showing how to create graphs and plots using R language functions on SQL Server.
+description: Learn techniques for generating plots and maps using R language with SQL Server data. Create a simple histogram and then develop a more complex map plot.
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/walkthrough-data-science-end-to-end-walkthrough.md b/docs/machine-learning/tutorials/walkthrough-data-science-end-to-end-walkthrough.md
@@ -1,6 +1,6 @@
 ---
 title: "R tutorial: Develop model in SQL"
-description: Tutorial showing how to create an end-to-end R solution for in-database analytics.
+description: Learn how to build end-to-end solution for predictive modeling based on R feature support in either SQL Server 2016 or SQL Server 2017.
 ms.prod: sql
 ms.technology: machine-learning-services
 
diff --git a/docs/machine-learning/tutorials/walkthrough-deploy-and-use-the-model.md b/docs/machine-learning/tutorials/walkthrough-deploy-and-use-the-model.md
@@ -1,6 +1,6 @@
 ---
 title: "R tutorial: Deploy model"
-description: Tutorial showing how to deploy an R model on SQL Server for in-database analytics.
+description: Learn to deploy R models in a production environment by calling a trained model from a stored procedure.
 ms.prod: sql
 ms.technology: machine-learning-services
 
