Python-Workshop-3-NumPy.md

@@ -39,7 +39,7 @@ I may reference materials (e.g., lecture notes) and topics from various courses,
   - **CS 417 - Computational Methods & Software**
     - [Python non-linear solver discussion](https://www.cs.odu.edu/~tkennedy/cs417/f20/Public/solverDiscussion/)
 
-I will also reference a couple examples from the previous:
+I may also reference a couple examples from the previous:
 
   - [Git workshop](https://www.cs.odu.edu/~tkennedy/git-workshop)
   - [Python workshop](https://git-community.cs.odu.edu/tkennedy/python-workshop/-/wikis/Python-Workshop)
@@ -47,11 +47,6 @@ I will also reference a couple examples from the previous:
   - [Rust workshop](https://www.cs.odu.edu/~tkennedy/rust-workshop)
 
 
-## The Broad Strokes
-
-I will focus on:
-
-
 # Overview
 
 *What is [NumPy](https://numpy.org/)?* 
@@ -66,6 +61,33 @@ I will focus on:
 > 
 > Retrieved from  <https://numpy.org/doc/stable/user/whatisnumpy.html>
 
+We can only scratch the surface during a one (1) hour workshop.
+
+
+# Examples
+
+The first few examples will be short and focus on arrays and statistics. These
+examples are inspired by [*Coffee Break NumPy* by Christian
+Mayer](https://www.amazon.com/Coffee-Break-NumPy-Science-Mastery/dp/1076932614)
+
+**Creating Arrays**
+
+**I/O**
+
+**Indexing**
+
+**Index Arrays**
+
+**Boolean (Mask) Index Arrays**
+
+**Broadcasting**
+
+**Linear Algebra**
+
+**Statistics**
+
+
+