diff --git a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2.ipynb b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2.ipynb
index 2f963f33983626c67046b59140fc3e93e94a8fd3..f78d29b73e7882a5cd3df40710cf4b0ba4ee8ad9 100644
--- a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2.ipynb
+++ b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2.ipynb
@@ -4,7 +4,48 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)"
+    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* # Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files from Canvas for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* It is almost always faster to \n",
+    "  * Post on Piazza\n",
+    "  * Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2) \n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)\n",
+    "  * Regrade requests from last week\n",
+    "  * Monday \n",
+    "    - Goal is 24 hours\n",
+    "    - It is almost always faster to \n",
+    "      - Post on Piazza\n",
+    "      - Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2)\n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Structure Methods\n",
+    "* [String Methods](https://www.w3schools.com/python/python_strings_methods.asp)\n",
+    "* [List Methods](https://www.w3schools.com/python/python_ref_list.asp)\n",
+    "* [Set Methods](https://www.w3schools.com/python/python_ref_set.asp)\n",
+    "* [Dict Methods](https://www.w3schools.com/python/python_ref_dictionary.asp)"
    ]
   },
   {
@@ -945,7 +986,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -959,7 +1000,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.8"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,
diff --git a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec1.ipynb b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec1.ipynb
index 28c52d547b8a8f47d1ab1e0f8c465d1a34d34ebe..229e53c38fa226bfd40613c90ecf0defd9759841 100644
--- a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec1.ipynb
+++ b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec1.ipynb
@@ -4,7 +4,48 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)"
+    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* # Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files from Canvas for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* It is almost always faster to \n",
+    "  * Post on Piazza\n",
+    "  * Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2) \n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)\n",
+    "  * Regrade requests from last week\n",
+    "  * Monday \n",
+    "    - Goal is 24 hours\n",
+    "    - It is almost always faster to \n",
+    "      - Post on Piazza\n",
+    "      - Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2)\n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Structure Methods\n",
+    "* [String Methods](https://www.w3schools.com/python/python_strings_methods.asp)\n",
+    "* [List Methods](https://www.w3schools.com/python/python_ref_list.asp)\n",
+    "* [Set Methods](https://www.w3schools.com/python/python_ref_set.asp)\n",
+    "* [Dict Methods](https://www.w3schools.com/python/python_ref_dictionary.asp)"
    ]
   },
   {
@@ -576,7 +617,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -590,7 +631,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.8"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,
diff --git a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec2.ipynb b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec2.ipynb
index 28c52d547b8a8f47d1ab1e0f8c465d1a34d34ebe..229e53c38fa226bfd40613c90ecf0defd9759841 100644
--- a/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec2.ipynb
+++ b/s23/Gurmail_lecture_notes/18_Dictionaries-2/lec18_dictionaries2_template_Gurmail_lec2.ipynb
@@ -4,7 +4,48 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)"
+    "# Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* # Dictionaries 2 - Combining Dictionaries and Lists (nested data structures)\n",
+    "\n",
+    "* Download ALL files from Canvas for today's lecture\n",
+    "* P6 due today\n",
+    "* Quiz 5 Released tonight\n",
+    "* Read\n",
+    "  * Downey Ch 11 (\"Dictionaries and Lists\" and \"Global Variables\" to end)\n",
+    "* [Exam 2 Conflict Form](https://docs.google.com/forms/d/e/1FAIpQLSegJSzTsDHEnygijU3-HQvZDUbTCkHFPKccDkqMt1dGzC67_w/viewform)\n",
+    "* [Regrade Request](https://piazza.com/class/ld8bqui1lgeas/post/105)\n",
+    "* It is almost always faster to \n",
+    "  * Post on Piazza\n",
+    "  * Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2) \n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)\n",
+    "  * Regrade requests from last week\n",
+    "  * Monday \n",
+    "    - Goal is 24 hours\n",
+    "    - It is almost always faster to \n",
+    "      - Post on Piazza\n",
+    "      - Go to [office hours](https://sites.google.com/wisc.edu/cs220-oh-sp23/home?pli=1&authuser=2)\n",
+    "* [Thank You](https://docs.google.com/forms/d/e/1FAIpQLSe0Zi6JFbxPIEVr7u1DJykuel-qSi7U0sBp2iR0gi6R_CArgw/viewform)\n",
+    "* [Complain Here](https://docs.google.com/forms/d/e/1FAIpQLSdRQstcW2PrXSQB1isbI6X91UlpoLEu_F-Jq5ENkBtZ4QfHgQ/viewform)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Structure Methods\n",
+    "* [String Methods](https://www.w3schools.com/python/python_strings_methods.asp)\n",
+    "* [List Methods](https://www.w3schools.com/python/python_ref_list.asp)\n",
+    "* [Set Methods](https://www.w3schools.com/python/python_ref_set.asp)\n",
+    "* [Dict Methods](https://www.w3schools.com/python/python_ref_dictionary.asp)"
    ]
   },
   {
@@ -576,7 +617,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -590,7 +631,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.8"
+   "version": "3.9.13"
   }
  },
  "nbformat": 4,