Update tech_docs/math_objects_python.md

tech_docs/math_objects_python.md

@@ -510,3 +510,46 @@ $$
 ## Conclusion
 
 Understanding these fundamental mathematical objects and their interplay with specific datasets enhances efficiency in fields like data science, artificial intelligence, and engineering. Python’s comprehensive suite of libraries provides robust tools for manipulating these objects, positioning it as an essential language for scientific computing
+
+
+---
+
+The LaTeX error you're encountering typically occurs because the LaTeX syntax isn't correctly formatted or isn't being interpreted properly in the environment where it's being used. To fix the LaTeX representation for a matrix in your Markdown or LaTeX document, make sure it is correctly escaped and formatted. Here's the corrected version:
+
+```latex
+$$
+\mathbf{M} = \begin{bmatrix}
+1 & 2 \\
+3 & 4
+\end{bmatrix}
+$$
+```
+
+This LaTeX code should correctly render a matrix \( \mathbf{M} \) as:
+
+\[
+\mathbf{M} = \begin{bmatrix}
+1 & 2 \\
+3 & 4
+\end{bmatrix}
+\]
+
+If you're including this in a Markdown document, you should ensure that your Markdown renderer supports LaTeX. If it’s a part of a Python script comment or documentation, make sure it's appropriately commented out or included in a docstring as raw text.
+
+Here’s how you can include this in a Python script for clarity:
+
+```python
+# In Python, we can create a matrix using a nested list or a NumPy 2D array:
+import numpy as np
+M = np.array([[1, 2], [3, 4]])
+
+# LaTeX representation for documentation or Markdown:
+# $$
+# \mathbf{M} = \begin{bmatrix}
+# 1 & 2 \\
+# 3 & 4
+# \end{bmatrix}
+# $$
+```
+
+This way, the LaTeX code is included as a comment, ensuring that it doesn't affect the execution of your Python code while still providing a reference for the matrix format.