Small updates for July 28, 2020 course

Author: pdeitel

README.md

@@ -17,6 +17,8 @@ May 19, 2020: https://learning.oreilly.com/live-training/courses/python-data-sci
 
 June 16, 2020: https://learning.oreilly.com/live-training/courses/python-data-science-full-throttle-with-paul-deitel-introductory-artificial-intelligence-ai-big-data-and-cloud-case-studies/0636920436126/
 
+July 28, 2020: https://learning.oreilly.com/live-training/courses/python-data-science-full-throttle-with-paul-deitel-introductory-artificial-intelligence-ai-big-data-and-cloud-case-studies/0636920444305/
+
 I'll keep this repository up-to-date with any changes I make for future presentations. 
 
 **These files are for your personal use and may not be redistributed or reposted.**
@@ -31,6 +33,6 @@ The notebooks contain links to my videos and book on safari where I discuss setu
 # Our Books on Which These Examples Are Based
 The content of this course is based on our book <a href=https://amzn.to/2Kd8dQk target="_blank">Python for Programmers</a>, which is a subset of our book <a href=https://amzn.to/2KfCptN target="_blank">Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud.</a>
 
-![Cover image for Python for Programmers](http://deitel.com/bookresources/PythonFP/PythonForProgrammersCover.png)
+![Cover image for Python for Programmers](https://deitel.com/wp-content/uploads/2020/01/python-for-programmers.jpg)
 
 The authors and publisher of this book have used their best efforts in preparing this book. These efforts include the development, research, and testing of the theories and programs to determine their effectiveness. The authors and publisher make no warranty of any kind, expressed or implied, with regard to these programs or to the documentation contained in this book. The authors and publisher shall not be liable in any event for incidental or consequential damages in connection with, or arising out of, the furnishing, performance, or use of these programs.

StartHere.html

@@ -13111,13 +13111,13 @@ <h1>Python Data Science Full Throttle:<br>Introductory Artificial Intelligence (
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Upcoming-Deitel-O'Reilly-Live-Training-Courses"><a href="https://deitel.com/LearnWithPaul">Upcoming Deitel O'Reilly Live Training Courses</a><a class="anchor-link" href="#Upcoming-Deitel-O'Reilly-Live-Training-Courses">&#182;</a></h1><ul>
-<li>July 14—Python Full Throttle</li>
-<li>July 28—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
+<h1 id="Upcoming-Deitel-O'Reilly-Live-Training-Courses"><a href="https://deitel.com/LearnWithDeitel">Upcoming Deitel O'Reilly Live Training Courses</a><a class="anchor-link" href="#Upcoming-Deitel-O'Reilly-Live-Training-Courses">&#182;</a></h1><ul>
 <li>August 12—Python Full Throttle</li>
 <li>August 18—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
 <li>August 25—Java Full Throttle</li>
-<li><a href="https://deitel.com/LearnWithPaul">Check the Schedule</a></li>
+<li>September 22—Python Full Throttle</li>
+<li>September 29—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
+<li><a href="https://deitel.com/LearnWithDeitel">Check the Schedule</a></li>
 </ul>
 
 </div>
@@ -13218,6 +13218,7 @@ <h3 id="Detailed-Treatments-of-This-Material">Detailed Treatments of This Materi
 <ul>
 <li><strong><a href="https://learning.oreilly.com/videos/python-fundamentals/9780135917411"><em>Python Fundamentals</em> video training</a></strong> </li>
 <li><strong><a href="https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/"><em>Python for Programmers</em> e-book</a></strong></li>
+<li><strong><a href="https://learning.oreilly.com/library/view/intro-to-python/9780135404799/"><em>Intro to Python for Computer Science and Data Science</em> e-book</a></strong></li>
 </ul>
 
 </div>
@@ -13233,7 +13234,7 @@ <h3 id="Detailed-Treatments-of-This-Material">Detailed Treatments of This Materi
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Python-Fundamentals-LiveLessons-on-O'Reilly-Online-Learning"><a href="https://learning.oreilly.com/videos/python-fundamentals/9780135917411"><strong>Python Fundamentals LiveLessons</strong> on O'Reilly Online Learning</a><a class="anchor-link" href="#Python-Fundamentals-LiveLessons-on-O'Reilly-Online-Learning">&#182;</a></h1><p><a style="float: left; padding-right:10px" href="https://learning.oreilly.com/videos/python-fundamentals/9780135917411"><img alt="Python Fundamentals LiveLessons cover" src="./images/PythonFundamentalsLiveLessons.jpg" width="200" border="1"/></a></p>
+<h1 id="Python-Fundamentals-LiveLessons"><a href="https://learning.oreilly.com/videos/python-fundamentals/9780135917411"><strong>Python Fundamentals LiveLessons</strong></a><a class="anchor-link" href="#Python-Fundamentals-LiveLessons">&#182;</a></h1><p><a style="float: left; padding-right:10px" href="https://learning.oreilly.com/videos/python-fundamentals/9780135917411"><img alt="Python Fundamentals LiveLessons cover" src="./images/PythonFundamentalsLiveLessons.jpg" width="200" border="1"/></a></p>
 <p>50+ hours of in-depth presentations on this live training's topics.</p>
 
 </div>
@@ -13249,7 +13250,7 @@ <h1 id="Python-Fundamentals-LiveLessons-on-O'Reilly-Online-Learning"><a href="ht
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Python-for-Programmers-on-O'Reilly-Online-Learning"><a href="https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/"><strong>Python for Programmers</strong> on O'Reilly Online Learning</a><a class="anchor-link" href="#Python-for-Programmers-on-O'Reilly-Online-Learning">&#182;</a></h1><p><a style="float: left; padding-right:10px" href="https://amzn.to/2VvdnxE"><img alt="Python for Programmers cover" src="./images/PyFPCover.png" width="200" border="1"/></a></p>
+<h1 id="Python-for-Programmers"><a href="https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/"><strong>Python for Programmers</strong></a><a class="anchor-link" href="#Python-for-Programmers">&#182;</a></h1><p><a style="float: left; padding-right:10px" href="https://amzn.to/2VvdnxE"><img alt="Python for Programmers cover" src="./images/PyFPCover.png" width="200" border="1"/></a></p>
 <p>The book on which this course and my <strong>Python Fundamentals</strong> videos are based.</p>
 <p>Sections in the Jupyter Notebooks correspond to the sections in this book.</p>
 <p>Print book: <a href="https://amzn.to/2VvdnxE"><strong><em>Python for Programmers</em> on Amazon</strong></a></p>
@@ -13267,7 +13268,7 @@ <h1 id="Python-for-Programmers-on-O'Reilly-Online-Learning"><a href="https://lea
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Our-Python-Textbook-for-College-Courses-(1-of-2)">Our Python Textbook for College Courses (1 of 2)<a class="anchor-link" href="#Our-Python-Textbook-for-College-Courses-(1-of-2)">&#182;</a></h1><p><a style="float: left; padding-right:20px" href="https://amzn.to/2LiDCmt"><img alt="Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud" src="./images/IntroToPythonCover.png" width="200" border="1"></a></p>
+<h1 id="Our-Python-Textbook-for-College-Courses">Our <a href="https://learning.oreilly.com/library/view/intro-to-python/9780135404799/"><strong>Python Textbook</strong></a> for College Courses<a class="anchor-link" href="#Our-Python-Textbook-for-College-Courses">&#182;</a></h1><p><a style="float: left; padding-right:20px" href="https://amzn.to/2LiDCmt"><img alt="Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud" src="./images/IntroToPythonCover.png" width="200" border="1"></a></p>
 <ul>
 <li>Full color</li>
 <li>880 pages&mdash;240 more than <strong>Python for Programmers</strong></li>
@@ -13415,13 +13416,13 @@ <h1 id="Wrap-Up">Wrap-Up<a class="anchor-link" href="#Wrap-Up">&#182;</a></h1><h
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Upcoming-Deitel-O'Reilly-Live-Training-Courses"><a href="https://deitel.com/LearnWithPaul">Upcoming Deitel O'Reilly Live Training Courses</a><a class="anchor-link" href="#Upcoming-Deitel-O'Reilly-Live-Training-Courses">&#182;</a></h1><ul>
-<li>July 14—Python Full Throttle</li>
-<li>July 28—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
+<h1 id="Upcoming-Deitel-O'Reilly-Live-Training-Courses"><a href="https://deitel.com/LearnWithDeitel">Upcoming Deitel O'Reilly Live Training Courses</a><a class="anchor-link" href="#Upcoming-Deitel-O'Reilly-Live-Training-Courses">&#182;</a></h1><ul>
 <li>August 12—Python Full Throttle</li>
 <li>August 18—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
 <li>August 25—Java Full Throttle</li>
-<li><a href="https://deitel.com/LearnWithPaul">Check the Schedule</a></li>
+<li>September 22—Python Full Throttle</li>
+<li>September 29—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies</li>
+<li><a href="https://deitel.com/LearnWithDeitel">Check the Schedule</a></li>
 </ul>
 
 </div>
@@ -13470,7 +13471,7 @@ <h1 id="Python-for-Programmers-on-O'Reilly-Online-Learning"><a href="https://lea
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<h1 id="Our-Python-Textbook-for-College-Courses-(1-of-2)">Our Python Textbook for College Courses (1 of 2)<a class="anchor-link" href="#Our-Python-Textbook-for-College-Courses-(1-of-2)">&#182;</a></h1><p><a style="float: left; padding-right:20px" href="https://amzn.to/2LiDCmt"><img alt="Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud" src="./images/IntroToPythonCover.png" width="200" border="1"></a></p>
+<h1 id="Our-Python-Textbook-for-College-Courses">Our <a href="https://learning.oreilly.com/library/view/intro-to-python/9780135404799/"><strong>Python Textbook</strong></a> for College Courses<a class="anchor-link" href="#Our-Python-Textbook-for-College-Courses">&#182;</a></h1><p><a style="float: left; padding-right:20px" href="https://amzn.to/2LiDCmt"><img alt="Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud" src="./images/IntroToPythonCover.png" width="200" border="1"></a></p>
 <ul>
 <li>Full color</li>
 <li>880 pages&mdash;240 more than <strong>Python for Programmers</strong></li>
@@ -13481,11 +13482,11 @@ <h1 id="Our-Python-Textbook-for-College-Courses-(1-of-2)">Our Python Textbook fo
 <li><a href="http://deitel.com/bookresources/IntroToPython/IntroToPythonFullCover.pdf">Book cover with Reviewer Testimonials</a></li>
 <li><a href="http://deitel.com/bookresources/IntroToPython/IntroToPythonAdditionalTestimonials.pdf">Additional Reviewer Testimonials</a></li>
 <li><a href="http://deitel.com/bookresources/IntroToPython/IntroToPythonFullTOC.pdf">Full Table of Contents</a></li>
-<li><a href="http://deitel.com/bookresources/IntroToPython/IntroToPythonPreface.pdf">Preface</a><br><br><br> </li>
-<li><strong>College Professors/Instructors</strong>:<br>
-See my <a href="https://www.pearson.com/us/about/news-events/events/2019/04/intro-to-python-for-computer-science-and-data-science.html">previously recorded 45-minute webinar</a> overview of the textbook and our approach to teaching Python, computer science, data science and AI</li>
-<li><a href="https://www.pearson.com/replocator">Request an examination copy</a> from your Pearson representative</li>
+<li><a href="http://deitel.com/bookresources/IntroToPython/IntroToPythonPreface.pdf">Preface</a></li>
+<li><strong>College Professors/Instructors</strong>: See my <a href="https://www.pearson.com/us/about/news-events/events/2019/04/intro-to-python-for-computer-science-and-data-science.html">previously recorded 45-minute webinar</a> overview of the textbook and our approach to teaching Python, computer science, data science and AI</li>
+<li><strong>College Professors/Instructors</strong>: <a href="https://www.pearson.com/replocator">Request an examination copy</a> from your Pearson representative</li>
 </ul>
+<p>Print book: <a href="https://amzn.to/2LiDCmt"><strong><em>Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud</em> on Amazon</strong></a></p>
 
 </div>
 </div>

StartHere.ipynb

@@ -43,13 +43,13 @@
     }
    },
    "source": [
-    "# [Upcoming Deitel O'Reilly Live Training Courses](https://deitel.com/LearnWithPaul)\n",
-    "* July 14—Python Full Throttle\n",
-    "* July 28—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
+    "# [Upcoming Deitel O'Reilly Live Training Courses](https://deitel.com/LearnWithDeitel)\n",
     "* August 12—Python Full Throttle\n",
     "* August 18—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
     "* August 25—Java Full Throttle\n",
-    "* [Check the Schedule](https://deitel.com/LearnWithPaul)"
+    "* September 22—Python Full Throttle\n",
+    "* September 29—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
+    "* [Check the Schedule](https://deitel.com/LearnWithDeitel)"
    ]
   },
   {
@@ -144,7 +144,8 @@
     "### Detailed Treatments of This Material \n",
     "Here on Safari\n",
     "* **[_Python Fundamentals_ video training](https://learning.oreilly.com/videos/python-fundamentals/9780135917411)** \n",
-    "* **[_Python for Programmers_ e-book](https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/)**"
+    "* **[_Python for Programmers_ e-book](https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/)**\n",
+    "* **[_Intro to Python for Computer Science and Data Science_ e-book](https://learning.oreilly.com/library/view/intro-to-python/9780135404799/)**"
    ]
   },
   {
@@ -162,7 +163,7 @@
     }
    },
    "source": [
-    "# [**Python Fundamentals LiveLessons** on O'Reilly Online Learning](https://learning.oreilly.com/videos/python-fundamentals/9780135917411)\n",
+    "# [**Python Fundamentals LiveLessons**](https://learning.oreilly.com/videos/python-fundamentals/9780135917411)\n",
     "<a style=\"float: left; padding-right:10px\" href=\"https://learning.oreilly.com/videos/python-fundamentals/9780135917411\"><img alt=\"Python Fundamentals LiveLessons cover\" src=\"./images/PythonFundamentalsLiveLessons.jpg\" width=\"200\" border=\"1\"/></a>\n",
     "\n",
     "50+ hours of in-depth presentations on this live training's topics."
@@ -183,7 +184,7 @@
     }
    },
    "source": [
-    "# [**Python for Programmers** on O'Reilly Online Learning](https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/)\n",
+    "# [**Python for Programmers**](https://learning.oreilly.com/library/view/python-for-programmers/9780135231364/)\n",
     "<a style=\"float: left; padding-right:10px\" href=\"https://amzn.to/2VvdnxE\"><img alt=\"Python for Programmers cover\" src=\"./images/PyFPCover.png\" width=\"200\" border=\"1\"/></a>\n",
     "\n",
     "The book on which this course and my **Python Fundamentals** videos are based. \n",
@@ -208,7 +209,7 @@
     }
    },
    "source": [
-    "# Our Python Textbook for College Courses (1 of 2)\n",
+    "# Our [**Python Textbook**](https://learning.oreilly.com/library/view/intro-to-python/9780135404799/) for College Courses\n",
     "<a style=\"float: left; padding-right:20px\" href=\"https://amzn.to/2LiDCmt\"><img alt=\"Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud\" src=\"./images/IntroToPythonCover.png\" width=\"200\" border=\"1\"></a>\n",
     "* Full color\n",
     "* 880 pages&mdash;240 more than **Python for Programmers**\n",
@@ -359,13 +360,13 @@
     }
    },
    "source": [
-    "# [Upcoming Deitel O'Reilly Live Training Courses](https://deitel.com/LearnWithPaul)\n",
-    "* July 14—Python Full Throttle\n",
-    "* July 28—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
+    "# [Upcoming Deitel O'Reilly Live Training Courses](https://deitel.com/LearnWithDeitel)\n",
     "* August 12—Python Full Throttle\n",
     "* August 18—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
     "* August 25—Java Full Throttle\n",
-    "* [Check the Schedule](https://deitel.com/LearnWithPaul)"
+    "* September 22—Python Full Throttle\n",
+    "* September 29—Python Data Science Full Throttle: Introductory Artificial Intelligence (AI), Big Data and Cloud Case Studies\n",
+    "* [Check the Schedule](https://deitel.com/LearnWithDeitel)"
    ]
   },
   {
@@ -428,7 +429,7 @@
     }
    },
    "source": [
-    "# Our Python Textbook for College Courses (1 of 2)\n",
+    "# Our [**Python Textbook**](https://learning.oreilly.com/library/view/intro-to-python/9780135404799/) for College Courses\n",
     "<a style=\"float: left; padding-right:20px\" href=\"https://amzn.to/2LiDCmt\"><img alt=\"Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud\" src=\"./images/IntroToPythonCover.png\" width=\"200\" border=\"1\"></a>\n",
     "* Full color\n",
     "* 880 pages&mdash;240 more than **Python for Programmers**\n",
@@ -439,10 +440,11 @@
     "* [Book cover with Reviewer Testimonials](http://deitel.com/bookresources/IntroToPython/IntroToPythonFullCover.pdf)\n",
     "* [Additional Reviewer Testimonials](http://deitel.com/bookresources/IntroToPython/IntroToPythonAdditionalTestimonials.pdf)\n",
     "* [Full Table of Contents](http://deitel.com/bookresources/IntroToPython/IntroToPythonFullTOC.pdf)\n",
-    "* [Preface](http://deitel.com/bookresources/IntroToPython/IntroToPythonPreface.pdf)<br><br><br> \n",
-    "* **College Professors/Instructors**:<br>\n",
-    "See my [previously recorded 45-minute webinar](https://www.pearson.com/us/about/news-events/events/2019/04/intro-to-python-for-computer-science-and-data-science.html) overview of the textbook and our approach to teaching Python, computer science, data science and AI\n",
-    "* [Request an examination copy](https://www.pearson.com/replocator) from your Pearson representative\n"
+    "* [Preface](http://deitel.com/bookresources/IntroToPython/IntroToPythonPreface.pdf)\n",
+    "* **College Professors/Instructors**: See my [previously recorded 45-minute webinar](https://www.pearson.com/us/about/news-events/events/2019/04/intro-to-python-for-computer-science-and-data-science.html) overview of the textbook and our approach to teaching Python, computer science, data science and AI\n",
+    "* **College Professors/Instructors**: [Request an examination copy](https://www.pearson.com/replocator) from your Pearson representative\n",
+    "\n",
+    "Print book: [**_Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud_ on Amazon**](https://amzn.to/2LiDCmt)\n"
    ]
   },
   {
@@ -492,7 +494,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.3"
+   "version": "3.7.3"
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   "nbTranslate": {
    "displayLangs": [