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diff --git a/notebooks/01_python_basics.ipynb b/notebooks/01_python_basics.ipynb
@@ -16,79 +16,43 @@
    "source": [
     "### Table of Content <a id='toc'></a>\n",
     "\n",
-    "[Python basics](#0)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Variables](#1)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Code indentation - the importance of white spaces in Python](#2)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Functions](#3)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[The help function - your best friend in Python](#4)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Reading and understanding errors](#5)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 1](#6)\n",
-    "\n",
-    "<br>\n",
-    "\n",
-    "[Object types: simple types](#7)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Type conversion](#8)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 2](#9)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Operators](#10)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Arithmetic operators](#11)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Comparison operators](#12)\n",
-    "\n",
+    "[**Python basics**](#0)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Variables](#1)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Code indentation - the importance of white spaces in Python](#2)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Functions](#3)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[The help function - your best friend in Python](#4)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Reading and understanding errors](#5)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 1](#6)  \n",
+    "\n",
+    "[**Object types: simple types**](#7)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Type conversion](#8)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 2](#9)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Operators](#10)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Arithmetic operators](#11)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Comparison operators](#12)  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 3](#13)\n",
     "\n",
-    "<br>\n",
-    "\n",
-    "[Object types: container types](#14)\n",
-    "\n",
-    "[Strings](#15)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Length of a string](#16)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[String concatenation](#17)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[String slicing](#18)\n",
+    "[**Object types: container types**](#14)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[**Strings**](#15)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[Length of a string](#16)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[String concatenation](#17)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[String slicing](#18)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[Micro exercise 4](#19)  \n",
     "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro exercise 4](#19)\n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[**Lists and tuples**](#20)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[List and tuple slicing](#21)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[Mutability - an important difference between lists and tuples](#22)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[Manipulating lists: adding and removing elements](#23)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[From list to string, and back again ...](#24)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 5](#25)\n",
     "\n",
-    "<br>\n",
-    "\n",
-    "[Lists and tuples](#20)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[List and tuple slicing](#21)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Mutability - an important difference between lists and tuples](#22)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Manipulating lists: adding and removing elements](#23)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[From list to string, and back again ...](#24)\n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[**Dictionaries**](#26)\n",
     "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Micro Exercise 5](#25)\n",
-    "\n",
-    "<br>\n",
-    "\n",
-    "[Dictionaries](#26)\n",
-    "\n",
-    "<br>\n",
+    "[**Exercises 1.1 - 1.4**](#27)\n",
     "\n",
-    "[Exercises 1.1 - 1.4](#27)\n",
-    "\n",
-    "<br>\n",
-    "\n",
-    "[Additional Theory and Exercises](#28)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[Mutability of objects in Python](#29)\n",
-    "\n",
-    "&nbsp;&nbsp;&nbsp;&nbsp;[A solution: explicit deep copy](#30)"
+    "[**Additional Theory**](#28)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[Mutability of objects in Python](#29)  \n",
+    "&nbsp;&nbsp;&nbsp;&nbsp;[A solution: explicit deep copy](#30)  "
    ]
   },
   {
@@ -552,7 +516,7 @@
    "source": [
     "<br>\n",
     "\n",
-    "[back to toc](#toc)\n",
+    "[Back to ToC](#toc)\n",
     "\n",
     "### Type conversion <a id='8'></a>\n",
     "\n",
@@ -624,7 +588,7 @@
     "<br>\n",
     "<br>\n",
     "\n",
-    "[back to toc](#toc)\n",
+    "[Back to ToC](#toc)\n",
     "\n",
     "## Operators <a id='10'></a>\n",
     "Now that we have variables containing objects of a certain **type**, we can begin to manipulate them using **operators**.\n",
@@ -785,7 +749,7 @@
     "<br>\n",
     "<br>\n",
     "\n",
-    "[back to toc](#toc)\n",
+    "[Back to ToC](#toc)\n",
     "\n",
     "## Object types: container types <a id='14'></a>\n",
     "\n",
@@ -1760,11 +1724,12 @@
     "\n",
     "<br>\n",
     "<br>\n",
+    "<br>\n",
     "\n",
     "[Back to ToC](#toc)\n",
     "\n",
-    "# Additional Theory and Exercises <a id='28'></a>\n",
-    "--------------------------------------------------\n",
+    "# Additional Theory <a id='28'></a>\n",
+    "-----------------------------\n",
     "\n",
     "If you have time, feel free to try the **additionnal exercises** for module 1.\n",
     "\n",
@@ -1942,7 +1907,7 @@
    "source": [
     "<br>\n",
     "\n",
-    "[back to toc](#toc)\n",
+    "[Back to ToC](#toc)\n",
     "\n",
     "### A solution: explicit deep copy <a id='30'></a>\n",
     "\n",