TensorFlow: Refactor section to dedicated page

Author: amotl

docs/integrate/index.md

@@ -68,6 +68,7 @@ streamsets/index
 superset/index
 tableau/index
 telegraf/index
+tensorflow/index
 :::
 
 

docs/integrate/tensorflow/index.md

@@ -0,0 +1,38 @@
+(tensorflow)=
+# TensorFlow
+
+:::{div} .float-right
+[![TensorFlow logo](https://www.gstatic.com/devrel-devsite/prod/v55e81371229cf93fbb4781915f01d3bef8e4cb4b674c7c839a1879ebb706855a/tensorflow/images/lockup.svg){height=60px loading=lazy}][TensorFlow]
+:::
+:::{div} .clearfix
+:::
+
+:::{rubric} About
+:::
+
+[TensorFlow] is an end-to-end platform for machine learning.
+It makes it easy to create ML models that can run in any environment
+and solve real-world problems.
+
+:::{rubric} Learn
+:::
+
+::::{grid} 2
+
+:::{grid-item-card} Use TensorFlow and CrateDB for predictive maintenance.
+:link: tensorflow-tutorial
+:link-type: ref
+Learn how to build a machine learning model that will predict whether
+a machine will fail within a specified time window in the future.
+:::
+
+::::
+
+
+:::{toctree}
+:maxdepth: 1
+:hidden:
+Tutorial <tutorial>
+:::
+
+[TensorFlow]: https://www.tensorflow.org/

docs/topic/ml/tensorflow.rst renamed to docs/integrate/tensorflow/tutorial.rst

@@ -1,5 +1,6 @@
 .. _ml-tensorflow:
 .. _cratedb-distributed-ml:
+.. _tensorflow-tutorial:
 
 ======================
 TensorFlow and CrateDB

docs/topic/ml/index.md

@@ -264,27 +264,10 @@ Use [pandas] and [scikit-learn] to run a regression analysis within a
 ::::
 
 
-(tensorflow)=
 ### TensorFlow
-
-Use [TensorFlow] with CrateDB.
-
-::::{info-card}
-:::{grid-item}
-:columns: 9
-**Predictive Maintenance**
-
-Build a machine learning model that will predict whether a machine will
-fail within a specified time window in the future.
-
-- {doc}`./tensorflow`
-:::
-:::{grid-item}
-:columns: 3
-{tags-primary}`Fundamentals` \
-{tags-secondary}`Prediction`
+:::{seealso}
+Please navigate to the dedicated page about {ref}`tensorflow`.
 :::
-::::
 
 
 ## LLMs / RAG
@@ -358,13 +341,6 @@ solution.
 
 
 
-```{toctree}
-:hidden:
-
-tensorflow
-```
-
-
 [AutoML with PyCaret and CrateDB]: https://github.com/crate/cratedb-examples/tree/main/topic/machine-learning/pycaret
 [automl-classify-github]: https://github.com/crate/cratedb-examples/blob/main/topic/machine-learning/pycaret/automl_classification_with_pycaret.py
 [automl-classify-colab]: https://colab.research.google.com/github/crate/cratedb-examples/blob/main/topic/machine-learning/pycaret/automl_classification_with_pycaret.ipynb
@@ -386,7 +362,6 @@ tensorflow
 [pandas]: https://pandas.pydata.org/
 [PyCaret]: https://www.pycaret.org
 [scikit-learn]: https://scikit-learn.org/
-[TensorFlow]: https://www.tensorflow.org/
 [Time Series Modeling using Machine Learning]: https://cratedb.com/blog/introduction-to-time-series-modeling-with-cratedb-machine-learning-time-series-data
 [tracking-merlion-colab]: https://colab.research.google.com/github/crate/cratedb-examples/blob/main/topic/machine-learning/mlflow/tracking_merlion.ipynb
 [tracking-merlion-github]: https://github.com/crate/cratedb-examples/blob/main/topic/machine-learning/mlflow/tracking_merlion.ipynb