Swapped YouTube videos for captioned Kaltura videos

book/04-module/lesson-4a.ipynb

@@ -2020,7 +2020,7 @@
     "```{admonition} Video 🎥:\n",
     "Here's a webinar that provides a thorough discussion around tidy data principles along with illustrating examples of reshaping data with Pandas. It is longer (50 minutes) but is worth a watch if you are still trying to get your arms around the above lesson conceps.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/HX7gCUw6FK0\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_ors8hblh&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_zvr62kj3\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 : Webinar -  Data Reshaping with Pandas in Python\"></iframe>\n",
     "```"
    ]
   },

book/04-module/lesson-4b.ipynb

@@ -26,7 +26,7 @@
     "```{admonition} Video 🎥:\n",
     "Here's a great video discussing ways to join DataFrames. Watch this video for an initial introduction and then get more hands on by working through the lesson that follows.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/iYWKfUOtGaw\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_2orc8fob&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_xbsktz96\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043: How do I merge DataFrames in pandas?\"></iframe>\n",
     "```"
    ]
   },

book/04-module/lesson-4c.ipynb

@@ -248,7 +248,7 @@
     "Basic string manipulation typically includes case conversion, counting characters, and extracting parts of a string. The following will demonstrate some of these basic string methods on a Pandas DataFrame but realize that Pandas provides many more string methods. Refer to the [docs](https://pandas.pydata.org/pandas-docs/stable/user_guide/text.html) to learn more about the many string methods.\n",
     "\n",
     "```{admonition} Video 🎥:\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/bofaC0IckHo\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_n5969nsw&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_birkvk0f\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043: How do I use string methods in pandas?\"></iframe>\n",
     "```\n",
     "\n",
     "```{tip}\n",

book/05-module/lesson-5b.ipynb

@@ -1626,7 +1626,7 @@
     "```{admonition} Video 🎥:\n",
     "The following video is from the SciPy 2018 conference. It is an extended (3 hours) introduction to Matplotlib and has been a very popular training offered at [SciPy conferences](https://conference.scipy.org/) over the years.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/6gdNUDs6QPc\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_fw1yn11m&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_rsi40826\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Anatomy of Matplotlib (Beginner Level) | SciPy 2018 Tutorial | Benjamin Root &amp; Hannah Aizenman\"></iframe>\n",
     "```"
    ]
   },

book/06-module/lesson-6a.ipynb

@@ -16,7 +16,7 @@
     "```{admonition} Video 🎥:\n",
     "Get introduced to conditional statements with this intro video and then read the lesson that follows to learn more and to get some hands-on practice.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/DZwmZ8Usvnk\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_adhkstgw&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_4xky5q5i\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Python Tutorial for Beginners 6: Conditionals and Booleans - If, Else, and Elif Statements\"></iframe>\n",
     "```"
    ]
   },
@@ -1121,7 +1121,7 @@
     "```{admonition} Video 🎥:\n",
     "Here is a more thorough introduction to the `apply` method; plus, you'll also be introduced to the `map` and `applymap` methods.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/P_q0tkYqvSk\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_en445syw&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_9veqin0h\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | How do I apply a function to a pandas Series or DataFrame?\"></iframe>\n",
     "```"
    ]
   },

book/06-module/lesson-6b.ipynb

@@ -30,7 +30,7 @@
     "```{admonition} Video 🎥:\n",
     "First, check out this video for a simple introduction to `for` and `while` loops. Then move on to the lesson that follows which will reiterate and build upon these basic concepts.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/6iF8Xb7Z3wQ\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_0apl88hn&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_pbxtl1i8\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Python Tutorial for Beginners 7: Loops and Iterations - For/While Loops\"></iframe>\n",
     "```"
    ]
   },
@@ -581,7 +581,7 @@
     "```{admonition} Video 🎥:\n",
     "Check out this video that provides more discussion and examples of using comprehensions.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/3dt4OGnU5sM\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_nhtl0bdi&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_q32luinc\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Python Tutorial: Comprehensions - How they work and why you should be using them\"></iframe>\n",
     "```"
    ]
   },
@@ -975,7 +975,7 @@
     "```{admonition} Video 🎥:\n",
     "Learn more about iterables and a similar, yet different concept -- _'iterators'_ with this video.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/jTYiNjvnHZY\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_yeu2hclh&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_btzhguzq\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Python Tutorial: Iterators and Iterables - What Are They and How Do They Work?\"></iframe>\n",
     "```"
    ]
   },

book/06-module/lesson-6c.ipynb

@@ -35,7 +35,7 @@
     "```{admonition} Video 🎥:\n",
     "First, check out this video for a simple introduction to writing functions. Then move on to the lesson that follows which will reiterate and build upon these basic concepts.\n",
     "\n",
-    "<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/9Os0o3wzS_I\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe>\n",
+    "<iframe id=\"kaltura_player\" src=\"https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_okqz4cvf&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_hnoifbgw\" width=\"640\" height=\"610\" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow=\"autoplay *; fullscreen *; encrypted-media *\" sandbox=\"allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation\" frameborder=\"0\" title=\"BANA 6043 | Python Tutorial for Beginners 8: Functions\"></iframe>\n",
     "```"
    ]
   },

docs/_build/html/04-module/lesson-4a.html

@@ -2357,7 +2357,7 @@ <h2>Additional video<a class="headerlink" href="#additional-video" title="Permal
 <div class="admonition-video admonition">
 <p class="admonition-title">Video 🎥:</p>
 <p>Here’s a webinar that provides a thorough discussion around tidy data principles along with illustrating examples of reshaping data with Pandas. It is longer (50 minutes) but is worth a watch if you are still trying to get your arms around the above lesson conceps.</p>
-<iframe width="560" height="315" src="https://www.youtube.com/embed/HX7gCUw6FK0" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
+<iframe id="kaltura_player" src="https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_ors8hblh&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_zvr62kj3" width="640" height="610" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="BANA 6043 : Webinar -  Data Reshaping with Pandas in Python"></iframe>
 </div>
 </div>
 <div class="section" id="exercises">

docs/_build/html/04-module/lesson-4b.html

@@ -634,7 +634,7 @@ <h2>Learning objectives<a class="headerlink" href="#learning-objectives" title="
 <div class="admonition-video admonition">
 <p class="admonition-title">Video 🎥:</p>
 <p>Here’s a great video discussing ways to join DataFrames. Watch this video for an initial introduction and then get more hands on by working through the lesson that follows.</p>
-<iframe width="560" height="315" src="https://www.youtube.com/embed/iYWKfUOtGaw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
+<iframe id="kaltura_player" src="https://cdnapisec.kaltura.com/p/1492301/sp/149230100/embedIframeJs/uiconf_id/49148882/partner_id/1492301?iframeembed=true&playerId=kaltura_player&entry_id=1_2orc8fob&flashvars[streamerType]=auto&amp;flashvars[localizationCode]=en_US&amp;flashvars[forceMobileHTML5]=true&amp;flashvars[scrubber.sliderPreview]=false&amp;flashvars[Kaltura.addCrossoriginToIframe]=true&amp;&wid=1_xbsktz96" width="640" height="610" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="BANA 6043: How do I merge DataFrames in pandas?"></iframe>
 </div>
 </div>
 <div class="section" id="prerequisites">