diff --git a/UFCFVQ-15-M_Programming_Task_1.ipynb b/UFCFVQ-15-M_Programming_Task_1.ipynb
index c5f421786ad40738c2432aaaa43a42c30f037623..5ff89c59757065cb8989bb9a61893b9d2fdb3a58 100644
--- a/UFCFVQ-15-M_Programming_Task_1.ipynb
+++ b/UFCFVQ-15-M_Programming_Task_1.ipynb
@@ -555,7 +555,7 @@
     "\n",
     "I used a modified CRISP-DM approach, understanding the requirements, then cycling through iterations of pseudocode, Python code and testing until achieving desired results.   I found the process effective, but also that I can occasionally go “off-piste” while iterating, which can be time-consuming, frustrating and ultimately less productive. \n",
     "\n",
-    "![modified crisp-dm](.\supplemental\\2022-12-18-23-11-02.png)\n",
+    "![modified crisp-dm](supplemental\\2022-12-18-23-11-02.png)\n",
     "    \n",
     "I made conscious use of “new-to-me” tools and techniques like Git, VS_Code, Jupyter notebooks, Markdown throughout.\n",
     "\n",