Naming things: Decrease use of "tutorial(s)" where not applicable

amotl · amotl · commit a255672ed9a0 · 2025-09-30T10:39:34.000+02:00
diff --git a/docs/integrate/datagrip/index.md b/docs/integrate/datagrip/index.md
@@ -78,7 +78,7 @@ After refreshing, you can browse the data tree, and use the Query Console.
 
 ## Learn
 
-:::{rubric} Tutorials
+:::{rubric} Guides
 :::
 
 ::::{grid}
diff --git a/docs/integrate/dbeaver/index.md b/docs/integrate/dbeaver/index.md
@@ -55,7 +55,7 @@ its tables. Navigate to the Data tab to browse your table data.
 
 ## Learn
 
-:::{rubric} Tutorials
+:::{rubric} Guides
 :::
 
 ::::{grid}
diff --git a/docs/integrate/debezium/index.md b/docs/integrate/debezium/index.md
@@ -26,7 +26,7 @@ SQL Server, IBM DB2, Cassandra, Vitess, Spanner, JDBC, and Informix.
 
 ::::{grid}
 
-:::{grid-item-card} Tutorial: Replicate data from MSSQL
+:::{grid-item-card} Replicate data from MSSQL
 :link: https://community.cratedb.com/t/replicating-data-to-cratedb-with-debezium-and-kafka/1388
 :link-type: url
 Replicating data from MSSQL to CrateDB with Debezium and Kafka.
diff --git a/docs/integrate/flink/index.md b/docs/integrate/flink/index.md
@@ -124,17 +124,17 @@ JdbcSink.sink(
 
 ## Learn
 
-:::{rubric} Tutorials
+:::{rubric} Guides
 :::
 
 ::::{grid}
 :gutter: 2
 
-:::{grid-item-card} Tutorial: Build a data ingestion pipeline
+:::{grid-item-card} Build a data ingestion pipeline
 :link: https://dev.to/crate/build-a-data-ingestion-pipeline-using-kafka-flink-and-cratedb-1h5o
 :link-type: url
 :columns: 12
-The tutorial explains how to build a data ingestion pipeline using three
+Learn how to build a data ingestion pipeline using three
 open-source tools: Apache Kafka, Flink, and CrateDB.
 +++
 Example: Kafka receives telemetry messages from IoT sensors and devices. Flink
diff --git a/docs/integrate/hop/index.md b/docs/integrate/hop/index.md
@@ -38,11 +38,11 @@ orchestration.
 ::::{grid}
 :gutter: 2
 
-:::{grid-item-card} Tutorial: Use Apache Hop with CrateDB
+:::{grid-item-card} Use Apache Hop with CrateDB
 :link: https://community.cratedb.com/t/using-apache-hop-with-cratedb/1754
 :link-type: url
 :columns: 12
-The tutorial explains how to deploy Apache Hop using Docker and connect it to CrateDB.
+Learn how to deploy Apache Hop using Docker and connect it to CrateDB.
 :::
 
 :::{grid-item-card} Dialect
diff --git a/docs/integrate/iceberg/index.md b/docs/integrate/iceberg/index.md
@@ -20,10 +20,10 @@ of files in a distributed file system or key-value store as a database table.
 ::::{grid} 2
 :gutter: 2
 
-:::{grid-item-card} Tutorial: Use RisingWave to load Iceberg tables
+:::{grid-item-card} Use RisingWave to load Iceberg tables
 :link: risingwave-iceberg
 :link-type: ref
-The tutorial explains how to conduct stream processing from Apache
+Learn how to conduct stream processing from Apache
 Iceberg tables to CrateDB using RisingWave.
 :::
 
diff --git a/docs/integrate/influxdb/cloud.md b/docs/integrate/influxdb/cloud.md
@@ -1,7 +1,7 @@
 # Cloud to Cloud
 
 The procedure for importing data from [InfluxDB Cloud] into [CrateDB Cloud] is
-similar to the {ref}`standalone variant <influxdb-tutorial>`, with a few small
+similar to the {ref}`standalone variant <influxdb-usage>`, with a few small
 adjustments.
 
 First, helpful aliases:
diff --git a/docs/integrate/kestra/index.md b/docs/integrate/kestra/index.md
@@ -36,10 +36,10 @@ functionality to Kestra.
 
 ::::{grid} 2
 
-:::{grid-item-card} Tutorial: Data pipeline to CrateDB
+:::{grid-item-card} Data pipelines with Kestra and CrateDB
 :link: https://community.cratedb.com/t/setting-up-data-pipelines-with-cratedb-and-kestra-io/1400
 :link-type: url
-In this tutorial, we will show you how CrateDB integrates with Kestra using the
+Learn how CrateDB integrates with Kestra using the
 PostgreSQL plugin to create an efficient and scalable data pipeline.
 :::
 
diff --git a/docs/integrate/mindsdb/index.md b/docs/integrate/mindsdb/index.md
@@ -44,13 +44,13 @@ a diverse range of AI/ML models.
 
 ::::{grid}
 
-:::{grid-item-card} Tutorial: MindsDB Quickstart
+:::{grid-item-card} MindsDB Quickstart Tutorial
 :link: https://docs.mindsdb.com/quickstart-tutorial
 :link-type: url
 How to get started with MindsDB.
 :::
 
-:::{grid-item-card} Tutorial: Use CrateDB with MindsDB
+:::{grid-item-card} Use CrateDB with MindsDB
 :link: https://docs.mindsdb.com/integrations/data-integrations/cratedb
 :link-type: url
 Learn more about MindsDB's integration with CrateDB and see examples.
diff --git a/docs/integrate/mlflow/index.md b/docs/integrate/mlflow/index.md
@@ -22,7 +22,7 @@ across code, data, config, and results.
 
 :::{rubric} Learn
 :::
-Tutorials and Notebooks about using [MLflow] together with CrateDB.
+About using [MLflow] together with CrateDB.
 
 ::::{info-card}
 :::{grid-item}
diff --git a/docs/integrate/mongodb/cloud.md b/docs/integrate/mongodb/cloud.md
@@ -1,7 +1,7 @@
 # Cloud to Cloud
 
 The procedure for importing data from [MongoDB Atlas] into [CrateDB Cloud] is
-similar to the {ref}`standalone variant <mongodb-tutorial>`, with a few small
+similar to the {ref}`standalone variant <mongodb-usage>`, with a few small
 adjustments.
 
 First, helpful aliases:
diff --git a/docs/integrate/nifi/index.md b/docs/integrate/nifi/index.md
@@ -38,10 +38,10 @@ worldwide across every industry.
 
 ::::{grid} 2
 
-:::{grid-item-card} Tutorial: Connect Apache NiFi and CrateDB
+:::{grid-item-card} Connect Apache NiFi and CrateDB
 :link: https://community.cratedb.com/t/connecting-to-cratedb-from-apache-nifi/647
 :link-type: url
-How to connect from Apache NiFi to CrateDB and ingest data from NiFi into CrateDB.
+Learn how to ingest data into CrateDB using Apache NiFi.
 :::
 
 ::::
diff --git a/docs/integrate/powerbi/index.md b/docs/integrate/powerbi/index.md
@@ -21,7 +21,7 @@ you through the process of configuring that correctly.
 
 [Power BI Service] is an online data analysis and visualization tool, making it
 possible to publish your dashboards, in order to share them with others.
-[](project:#powerbi-service) has a corresponding tutorial.
+{ref}`powerbi-service` has a corresponding usage guide.
 
 ![Power BI: table navigator](https://cratedb.com/docs/crate/howtos/en/latest/_images/powerbi-table-navigator.png){h=160px}
 ![Power BI: pie chart example](https://cratedb.com/docs/crate/howtos/en/latest/_images/powerbi-pie-chart.png){h=160px}
@@ -33,13 +33,13 @@ possible to publish your dashboards, in order to share them with others.
 
 ::::{grid}
 
-:::{grid-item-card} Tutorial: Basic reports
+:::{grid-item-card} Usage: Basic reports
 :link: powerbi-desktop
 :link-type: ref
 Reports with Power BI Desktop.
 :::
 
-:::{grid-item-card} Tutorial: Real Time Reports
+:::{grid-item-card} Usage: Real Time Reports
 :link: powerbi-service
 :link-type: ref
 Real Time Reports using the Power BI service and the on-premises data gateway.
diff --git a/docs/integrate/prometheus/index.md b/docs/integrate/prometheus/index.md
@@ -52,7 +52,7 @@ Adapter] stores collected metrics data into CrateDB and
 takes advantage of its high ingestion and query speed to
 massively scale-out Prometheus.
 
-:::{rubric} Tutorials
+:::{rubric} Guides
 :::
 
 ::::{grid}
@@ -63,7 +63,7 @@ massively scale-out Prometheus.
 Getting started with Prometheus and CrateDB for long-term storage.
 :::
 
-:::{grid-item-card} Tutorial: Storing long-term metrics with Prometheus in CrateDB
+:::{grid-item-card} Storing long-term metrics with Prometheus in CrateDB
 :link: https://community.cratedb.com/t/storing-long-term-metrics-with-prometheus-in-cratedb/1012
 :link-type: url
 Set up CrateDB as a long-term metrics store for Prometheus using Docker Compose.
@@ -85,7 +85,7 @@ Learn how to start Prometheus, CrateDB, and the CrateDB Prometheus Adapter with
 Docker Compose, and how to configure Prometheus to use CrateDB as remote storage.
 
 This webinar accompanies the "Storing long-term metrics with Prometheus in CrateDB"
-tutorial.
+usage guide.
 
 [Prometheus with CrateDB: Long-Term Metrics Storage]
 :::
diff --git a/docs/integrate/pycaret/index.md b/docs/integrate/pycaret/index.md
@@ -49,7 +49,7 @@ straightforward way. The notebooks referenced below demonstrate how this works.
 :::{rubric} Learn
 :::
 
-Tutorials and Notebooks about using [PyCaret] together with CrateDB.
+About using [PyCaret] together with CrateDB.
 
 ::::{info-card}
 :::{grid-item}
diff --git a/docs/integrate/superset/index.md b/docs/integrate/superset/index.md
@@ -69,7 +69,7 @@ crate://<username>:<password>@<clustername>.cratedb.net:4200/?ssl=true
 
 ## Learn
 
-:::{rubric} Tutorials
+:::{rubric} Guides
 :::
 
 ::::{grid}
diff --git a/docs/integrate/tableau/index.md b/docs/integrate/tableau/index.md
@@ -26,7 +26,7 @@ data by translating drag-and-drop actions into data queries through an intuitive
 :::{grid-item-card} Blog: Connecting to CrateDB from Tableau with JDBC
 :link: https://cratedb.com/blog/connecting-to-cratedb-from-tableau-with-jdbc
 :link-type: url
-In this tutorial, you will:
+In this usage guide, you will:
 - In CrateDB, create a table and provision the Iris dataset.
 - Set up the PostgreSQL JDBC driver for Tableau.
 - Connect to CrateDB from Tableau using PostgreSQL JDBC.
