Created using Colaboratory

Author: noahgift

Lesson2_Python_For_Data_Science_Introduction_to_Colab.ipynb

@@ -7,29 +7,29 @@
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@@ -82,6 +82,7 @@
         "\n",
         "This notebook was produced by [Pragmatic AI Labs](https://paiml.com/).  You can continue learning about these topics by:\n",
         "\n",
+        "*  Watch [Python for Data Science Complete Video Course](https://learning.oreilly.com/videos/python-for-data/9780135687253)\n",
         "*   Buying a copy of [Pragmatic AI: An Introduction to Cloud-Based Machine Learning](http://www.informit.com/store/pragmatic-ai-an-introduction-to-cloud-based-machine-9780134863917)\n",
         "*   Reading an online copy of [Pragmatic AI:Pragmatic AI: An Introduction to Cloud-Based Machine Learning](https://www.safaribooksonline.com/library/view/pragmatic-ai-an/9780134863924/)\n",
         "*  Watching video [Essential Machine Learning and AI with Python and Jupyter Notebook-Video-SafariOnline](https://www.safaribooksonline.com/videos/essential-machine-learning/9780135261118) on Safari Books Online.\n",
@@ -110,7 +111,9 @@
       },
       "cell_type": "markdown",
       "source": [
-        "## 2.1 First Colab Document"
+        "## 2.1 First Colab Document\n",
+        "\n",
+        "[Watch Lesson 2.1](https://learning.oreilly.com/videos/python-for-data/9780135687253/9780135687253-pfds_01_02_00_00)"
       ]
     },
     {
@@ -611,7 +614,9 @@
       },
       "cell_type": "markdown",
       "source": [
-        "## 2.2 Managing Colab Documents"
+        "## 2.2 Managing Colab Documents\n",
+        "\n",
+        "[Watch Lesson 2.2](https://learning.oreilly.com/videos/python-for-data/9780135687253/9780135687253-pfds_01_02_02_00)"
       ]
     },
     {
@@ -1196,7 +1201,9 @@
       },
       "cell_type": "markdown",
       "source": [
-        "## 2.3 Using magic functions"
+        "## 2.3 Using magic functions\n",
+        "\n",
+        "[Watch Lesson 2.3](https://learning.oreilly.com/videos/python-for-data/9780135687253/9780135687253-pfds_01_02_03_00)"
       ]
     },
     {
@@ -2543,7 +2550,9 @@
       },
       "cell_type": "markdown",
       "source": [
-        "## 2.4 Compatibility with Jupyter"
+        "## 2.4 Compatibility with Jupyter\n",
+        "\n",
+        "[Watch Lesson 2.4](https://learning.oreilly.com/videos/python-for-data/9780135687253/9780135687253-pfds_01_02_04_00)"
       ]
     },
     {