diff --git a/doc/pipeline_simple_intro.rst b/doc/pipeline_simple_intro.rst
index 20c932b113e3676f36af1c013c4b66296f50b1af..f128f0ca33197802fd6c38658227b61963c8e2c8 100644
--- a/doc/pipeline_simple_intro.rst
+++ b/doc/pipeline_simple_intro.rst
@@ -11,13 +11,12 @@ Pipeline Simple: Introduction to biometric recognition in practice
 .. note::
   Make sure the following conda packages are installed before following this tutorial::
 
-    conda install bob.bio.base bob.bio.face bob.db.atnt
+    conda install bob.bio.face
 
-  Also note that almost all ``bob.db.*`` packages are deprecated and they should
-  not be installed. The ``bob.bio.face`` package contains the implementation of
-  all face biometric databases. Same is true for other ``bob.bio`` packages.
+  The ``bob.bio.face`` package contains the implementation of all face biometric
+  databases. Same is true for other ``bob.bio`` packages.
 
-To run biometric experiments, we provide a generic CLI command called ``bob bio pipelines``.
+To run biometric experiments, we provide a generic CLI command called ``bob bio pipeline``.
 Such CLI command is an entry-point to several pipelines implemented in this package.
 
 In our very first example, we've shown how to compare two samples using the