Python-Workshop-3-NumPy.md

@@ -257,13 +257,14 @@ def print_matrices(matrix_XTX, matrix_XTY):
 
 Next... let us jump to the `main` function and...
 
-  1. set up the input data (points)
+  - set up the input data (points)
 
     ```python
         points = [(0., 0.), (1., 1.), (2., 4.)]
     ```
 
-  2. create the `X` matrix
+  - create the `X` matrix
+
     ```python
         matrix_X = np.array([[1., 0., 0.],
                              [1., 1., 1.],
@@ -272,11 +273,11 @@ Next... let us jump to the `main` function and...
 
   3. create the `Y` matrix 
 
-    ```python
+     ```python
         matrix_Y = np.array([0,
                              1,
                              4])
-    ```
+     ```
 
   4. compute X-transpose