maps-as-data · rwood-97 · Nov 24, 2023 · Nov 20, 2023
diff --git a/docs/source/Beginners-info.rst b/docs/source/Beginners-info.rst
@@ -1,5 +1,5 @@
 Coding Basics
-======================
+==============
 
 Using the terminal
 -------------------

diff --git a/docs/source/Contribution-guide/Contribution-guide.rst b/docs/source/Contribution-guide/Contribution-guide.rst
@@ -1,4 +1,4 @@
-Contribution guide
+Contribution Guide
 ===================
 
 Welcome! We are pleased to know that you're interested in contributing to MapReader!

diff --git a/docs/source/Contribution-guide/GitHub-guide.rst b/docs/source/Contribution-guide/GitHub-guide.rst
@@ -1,4 +1,4 @@
-GitHub guide
+GitHub Guide
 ============
 
 `Git <https://git-scm.com/>`_ is a tool used to keep track of changes to files stored in a repository (version control).

diff --git a/docs/source/Developers-guide.rst b/docs/source/Developers-guide.rst
@@ -1,4 +1,4 @@
-Developers Guide
+Developer's Guide
 ================
 
 Managing version numbers

diff --git a/docs/source/Input-guidance.rst b/docs/source/Input-guidance.rst
@@ -1,4 +1,4 @@
-Input guidance
+Input Guidance
 ===============
 
 .. contents:: Table of Contents
@@ -160,7 +160,7 @@ To do this, you will need to use python to:
 Depending on the structure/format of your metadata, this may end up being a fairly complex task and so is not recommended unless absolutely necessary.
 A conversation with the collection curator is always a good idea to check what formats metadata may already be available in/or easily made available in using existing workflows.
 
-Accessing Maps via TileServers
+Accessing maps via TileServers
 ------------------------------
 
 National Library of Scotland

diff --git a/docs/source/Install.rst b/docs/source/Install.rst
@@ -1,4 +1,4 @@
-Installation instructions
+Installation Instructions
 =========================
 
 .. note:: Run these commands from your terminal.

diff --git a/docs/source/User-guide/Classify/Classify.rst b/docs/source/User-guide/Classify/Classify.rst
@@ -1,5 +1,5 @@
-Classify
-=========
+Classify (Train and Infer)
+==========================
 
 .. note:: Run these commands in a Jupyter notebook (or other IDE), ensuring you are in your `mapreader` python environment.
 

diff --git a/docs/source/Worked-examples/Worked-examples.rst b/docs/source/Worked-examples/Worked-examples.rst
@@ -1,4 +1,4 @@
-Worked examples
+Worked Examples
 ================
 
 .. todo:: Explain these different use cases