diff --git a/BHPD/01-DNN-Regression.ipynb b/BHPD/01-DNN-Regression.ipynb
index 2ccc854929aa94307589f2a6de780ab5537ee634..6315e9d2dea03077c2f3e7fafd9fe3ce79398f95 100644
--- a/BHPD/01-DNN-Regression.ipynb
+++ b/BHPD/01-DNN-Regression.ipynb
@@ -4,9 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[header1]: ../fidle/img/00-Fidle-header-01.png\n",
-    "\n",
-    "![alt text1][header1]\n",
+    "![header1](../fidle/img/00-Fidle-header-01.png)\n",
     "\n",
     "Deep Neural Network (DNN) - BHPD dataset\n",
     "========================================\n",
@@ -1210,10 +1208,15 @@
    "metadata": {},
    "source": [
     "---\n",
-    "<div style=\"text-align: left\">\n",
-    "    <img src=\"../fidle/img/00-Fidle-logo-01.svg\" style=\"width:80px\"/>\n",
-    "</div>"
+    "![](../fidle/img/00-Fidle-logo-01_s.png)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/fidle/img/00-Fidle-logo-00.svg b/fidle/img/00-Fidle-logo-00.svg
new file mode 100755
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+++ b/fidle/img/00-Fidle-logo-00.svg
@@ -0,0 +1 @@
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