diff --git a/README.md b/README.md
index 65e2474..637289a 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,5 @@
 ### rmotr.com
 # Data Science with Python Course
 
-This material is created for our [Data Science with Python Course](https://rmotr.com/data-science-python-course)
\ No newline at end of file
+This material is created for our [Data Science with Python Course](https://rmotr.com/data-science-python-course)
+This has Amber's changes too
\ No newline at end of file
diff --git a/Tutorial.ipynb b/Tutorial.ipynb
index 32ceb28..75d6b65 100644
--- a/Tutorial.ipynb
+++ b/Tutorial.ipynb
@@ -522,6 +522,8 @@
    "source": [
     "## Final words and how to get help\n",
     "\n",
+    "And I am done\n",
+    "\n",
     "That's it! It's your time now to start working and playing around with jupyter lab and Notebooks.ai. This product is in an early stage, so we'd love to receive all your feedback and suggestions. If you need help or ideas for us to implement, create an issue in the following replo: [https://github.com/notebooks-ai/notebooks-help](https://github.com/notebooks-ai/notebooks-help). It'll be highly appreciated!"
    ]
   },
@@ -535,7 +537,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -549,9 +551,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.9.7"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/test.ipynb b/test.ipynb
new file mode 100644
index 0000000..75bdd3b
--- /dev/null
+++ b/test.ipynb
@@ -0,0 +1,75 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "e8450913-6304-409f-894f-f37dce3842ef",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "1*1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "ff3daaa0-65ae-4539-8d79-e86582ead323",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "4"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "2 + 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8aff457d-8023-423c-ac10-cbdac1a55cd4",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}