diff --git "a/tests/mocks/playlist.html" "b/tests/mocks/playlist.html"
new file mode 100644--- /dev/null
+++ "b/tests/mocks/playlist.html"
@@ -0,0 +1,1798 @@
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+  </div>
+  <div id="yt-masthead-container" class="clearfix yt-base-gutter">  <button id="a11y-skip-nav" class="skip-nav" data-target-id="main" tabindex="3">
+Skip navigation
+  </button>
+<div id="yt-masthead"><div class="yt-masthead-logo-container ">  <button class="yt-uix-button yt-uix-button-size-default yt-uix-button-text yt-uix-button-empty yt-uix-button-has-icon appbar-guide-toggle appbar-guide-clickable-ancestor" type="button" onclick=";return false;" id="appbar-guide-button" aria-label="Guide" aria-controls="appbar-guide-menu"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-appbar-guide yt-sprite"></span></span></button>
+  <div id="appbar-main-guide-notification-container"></div>
+<span id="yt-masthead-logo-fragment"><a href="/" class="masthead-logo-renderer yt-uix-sessionlink      spf-link " data-sessionlink="itct=CAMQsV4iEwjcuaGfqZ_nAhVS4MQKHe7GAVE"  id="logo-container" title="YouTube Home">  <span class="logo masthead-logo-renderer-logo yt-sprite" title="YouTube Home"></span>
+</a></span></div><div id="yt-masthead-signin">    <a  href="//www.youtube.com/upload" class="yt-uix-button   yt-uix-sessionlink yt-uix-button-opacity yt-uix-button-size-default yt-uix-button-has-icon yt-uix-tooltip yt-uix-button-empty" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=mhsb" id="upload-btn" title="Upload"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-material-upload yt-sprite"></span></span></a>
+<div class="signin-container "><button class="yt-uix-button yt-uix-button-size-default yt-uix-button-primary" type="button" onclick=";window.location.href=this.getAttribute(&#39;href&#39;);return false;" role="link" href="https://accounts.google.com/ServiceLogin?passive=true&amp;service=youtube&amp;uilel=3&amp;hl=en&amp;continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26feature%3Dsign_in_button%26next%3D%252Fplaylist%253Flist%253DPLzMcBGfZo4-mP7qA9cagf68V06sko5otr%26hl%3Den"><span class="yt-uix-button-content">Sign in</span></button>  <iframe id="signin-passive" src="https://accounts.google.com/ServiceLogin?passive=true&amp;service=youtube&amp;uilel=3&amp;hl=en&amp;continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26feature%3Dpassive%26next%3D%252Fsignin_passive%26hl%3Den"></iframe>
+</div></div><div id="yt-masthead-content"><form id="masthead-search" class="  search-form consolidated-form  vve-check" action="/results" onsubmit="if (document.getElementById(&#39;masthead-search-term&#39;).value == &#39;&#39;) return false;" data-clicktracking="CAEQ7VAiEwjt95-fqZ_nAhVBt8QKHS6IDdso-iw" data-visibility-tracking="CAEQ7VAiEwjt95-fqZ_nAhVBt8QKHS6IDdso-iw"><button class="yt-uix-button yt-uix-button-size-default yt-uix-button-default search-btn-component search-button" type="submit" onclick="if (document.getElementById(&#39;masthead-search-term&#39;).value == &#39;&#39;) return false; document.getElementById(&#39;masthead-search&#39;).submit(); return false;;return true;" tabindex="2" id="search-btn" dir="ltr"><span class="yt-uix-button-content">Search</span></button><div id="masthead-search-terms" class="masthead-search-terms-border" dir="ltr"><input id="masthead-search-term" autocomplete="off"  onkeydown="if (!this.value &amp;&amp; (event.keyCode == 40 || event.keyCode == 32 || event.keyCode == 34)) {this.onkeydown = null; this.blur();}" class="search-term masthead-search-renderer-input yt-uix-form-input-bidi" name="search_query" value="" type="text" tabindex="1" placeholder="Search" title="Search" aria-label="Search"></div></form></div></div></div>
+    <div id="masthead-appbar-container" class="clearfix"><div id="masthead-appbar"><div id="appbar-content" class="">      <div id="appbar-nav" class="appbar-content-hidable">
+  <a href="/channel/UC4JX40jDee_tINbkjycV4Sg">
+    <img class="appbar-nav-avatar" src="https://yt3.ggpht.com/a/AGF-l788ww4VU6MjyGYVDYDlnkIGmiltgIUsUpHtXQ=s100-c-k-c0xffffffff-no-rj-mo" title="Tech With Tim" alt="Tech With Tim" height="23" width="23">
+  </a>
+<ul class="appbar-nav-menu"><li>    <a  href="/channel/UC4JX40jDee_tINbkjycV4Sg/featured?disable_polymer=1" class="yt-uix-button   spf-link yt-uix-sessionlink yt-uix-button-epic-nav-item yt-uix-button-size-default" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CAQQwy0YACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" aria-selected="false"><span class="yt-uix-button-content">Tech With Tim</span></a>
+</li><li>    <a  href="/channel/UC4JX40jDee_tINbkjycV4Sg/videos?disable_polymer=1" class="yt-uix-button   spf-link yt-uix-sessionlink yt-uix-button-epic-nav-item yt-uix-button-size-default" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CAUQwy0YASITCO33n5-pn-cCFUG3xAodLogN2yj6LA" aria-selected="false"><span class="yt-uix-button-content">Videos</span></a>
+</li><li>    <a  href="/channel/UC4JX40jDee_tINbkjycV4Sg/playlists?disable_polymer=1" class="yt-uix-button   spf-link partially-selected yt-uix-sessionlink yt-uix-button-epic-nav-item yt-uix-button-size-default" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CAYQwy0YAiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" aria-selected="false"><span class="yt-uix-button-content">Playlists</span></a>
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+</li><li>    <a  href="/channel/UC4JX40jDee_tINbkjycV4Sg/about?disable_polymer=1" class="yt-uix-button   spf-link yt-uix-sessionlink yt-uix-button-epic-nav-item yt-uix-button-size-default" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CAkQwy0YBSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" aria-selected="false"><span class="yt-uix-button-content">About</span></a>
+</li></ul>  </div>
+
+</div></div></div>
+
+</div><div id="masthead-positioner-height-offset"></div><div id="page-container"><div id="page" class="        not-fixed-width-tab-widescreen clearfix"><div id="guide" class="yt-scrollbar">      <div id="appbar-guide-menu" class="appbar-menu appbar-guide-menu-layout appbar-guide-clickable-ancestor yt-uix-scroller yt-uix-tdl" role="navigation">
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+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="what_to_watch-guide-item" 
+ data-visibility-tracking="CBMQtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/"
+    title="Home"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-system&amp;ved=CAwQtSwYACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CBMQtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="what_to_watch" data-serialized-endpoint="0qDduQEREg9GRXdoYXRfdG9fd2F0Y2g%3D"
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+    <span class="yt-valign-container">
+        <span class="thumb guide-what-to-watch-icon yt-sprite"></span>
+        <span class="display-name  no-count">
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+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="trending-guide-item" 
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+    href="/feed/trending"
+    title="Trending"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-trending&amp;ved=CA0QtSwYASITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CBIQtSwYASITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="trending" data-serialized-endpoint="0qDduQEMEgpGRXRyZW5kaW5n"
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+        <span class="thumb guide-trending-icon yt-sprite"></span>
+        <span class="display-name  no-count">
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+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="history-guide-item" 
+ data-visibility-tracking="CBEQtSwYAiITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/feed/history"
+    title="History"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-personal&amp;ved=CA4QtSwYAiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CBEQtSwYAiITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="history" data-serialized-endpoint="0qDduQELEglGRWhpc3Rvcnk%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-history-icon yt-sprite"></span>
+        <span class="display-name  no-count">
+          <span>
+            History
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+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="unlimited-guide-item" 
+ data-visibility-tracking="CBAQmbcBGAMiEwiDtqafqZ_nAhWSg8QKHfBLAzA=" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/premium"
+    title="Get YouTube Premium"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CA8QtSwYAyITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CBAQmbcBGAMiEwiDtqafqZ_nAhWSg8QKHfBLAzA=" data-external-id="unlimited" data-serialized-endpoint="0qDduQENEgtTUHVubGltaXRlZA%3D%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-video-youtube-red-icon yt-sprite"></span>
+        <span class="display-name  no-count">
+          <span>
+            Get YouTube Premium
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="-guide-item" 
+ data-visibility-tracking="CA8Q4YsCGAQiEwiDtqafqZ_nAhWSg8QKHfBLAzA=" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-nolink    "
+    href="https://tv.youtube.com/?utm_source=youtube_web&amp;utm_medium=ep&amp;utm_campaign=home&amp;ve=34273"
+    title="Get YouTube TV"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;ved=CBAQtSwYBCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CA8Q4YsCGAQiEwiDtqafqZ_nAhWSg8QKHfBLAzA=" data-external-id="" data-serialized-endpoint="qrnBvQFZCldodHRwczovL3R2LnlvdXR1YmUuY29tLz91dG1fc291cmNlPXlvdXR1YmVfd2ViJnV0bV9tZWRpdW09ZXAmdXRtX2NhbXBhaWduPWhvbWUmdmU9MzQyNzM%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-unplugged-icon yt-sprite"></span>
+        <span class="display-name  no-count">
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+        </span>
+    </span>
+  </a>
+
+  </li>
+
+      </ul>
+    </div>
+      <hr class="guide-section-separator">
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+            <li class="guide-section vve-check"
+    data-visibility-tracking="CAMQ5isYASITCIO2pp-pn-cCFZKDxAod8EsDMA==">
+    <div class="guide-item-container personal-item">
+          <h3>
+      Best of YouTube
+    </h3>
+
+      <ul class="guide-user-links yt-uix-tdl yt-box" role="menu">
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+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UC-9-kyTW8ZkZNDHQJ6FgpwQ-guide-item" 
+ data-visibility-tracking="CA0QtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UC-9-kyTW8ZkZNDHQJ6FgpwQ"
+    title="Music"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBIQtSwYACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CA0QtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UC-9-kyTW8ZkZNDHQJ6FgpwQ" data-serialized-endpoint="0qDduQEaEhhVQy05LWt5VFc4WmtaTkRIUUo2Rmdwd1E%3D"
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+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/xM1_RRR6ILpU-5apPJmdJio03Ia4H-Bv6pzA-siXKjpYptwdRZVE6yIpc0ZGeSt8KRPAkwkLWg=s20-c-k-c0xffffffff-no-nd-rj" >
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+        <span class="vertical-align"></span>
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+        <span class="display-name  no-count">
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+  </li>
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+ data-visibility-tracking="CAwQtSwYASITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
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+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCEgdi0XIXXZ-qJOFPf4JSKw"
+    title="Sports"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBMQtSwYASITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAwQtSwYASITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCEgdi0XIXXZ-qJOFPf4JSKw" data-serialized-endpoint="0qDduQEaEhhVQ0VnZGkwWElYWFotcUpPRlBmNEpTS3c%3D"
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+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/Qpuqmo7x6Uz6OkqNuu5B2Pr3rQLHwceDvYn7e372xUhkY_EjsU__kU8IcsBd81DF-N3gWFlGGw=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
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+  </span>
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+        <span class="display-name  no-count">
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+  </li>
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+            
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+ data-visibility-tracking="CAsQtSwYAiITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/gaming"
+    title="Gaming"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBQQtSwYAiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAsQtSwYAiITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCOpNcN46UbXVtpKMrmU4Abg" data-serialized-endpoint="0qDduQEaEhhVQ09wTmNONDZVYlhWdHBLTXJtVTRBYmc%3D"
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+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
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+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/Mc4ggYHgL1ANfvmy8PT3wSYVrK1r5gZhdQCK1sPu4FI5gFNlJ_EiowRi5faq1Ku7mcoqN-W6lLQ=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
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+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UClgRkhTL3_hImCAmdLfDE4g-guide-item" 
+ data-visibility-tracking="CAoQtSwYAyITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UClgRkhTL3_hImCAmdLfDE4g"
+    title="Movies"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBUQtSwYAyITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAoQtSwYAyITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UClgRkhTL3_hImCAmdLfDE4g" data-serialized-endpoint="0qDduQEaEhhVQ2xnUmtoVEwzX2hJbUNBbWRMZkRFNGc%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
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+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/NAxG9tyiFeMjAkktAPSAFFXwxctJe62ycjSCsAw_AW4Bk1CDblULKQqSYGmN7bw1MzTKJOOr=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
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+  </span>
+</span>
+        <span class="display-name  no-count">
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+  </li>
+
+            
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+ data-visibility-tracking="CAkQtSwYBCITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCl8dMTqDrJQ0c8y23UBu4kQ"
+    title="TV Shows"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBYQtSwYBCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAkQtSwYBCITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCl8dMTqDrJQ0c8y23UBu4kQ" data-serialized-endpoint="0qDduQEaEhhVQ2w4ZE1UcURySlEwYzh5MjNVQnU0a1E%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="https://yt3.ggpht.com/a/AGF-l7-_-b5OC14l78t-7-qdeVnkwlgz8wPO8IYcFA=s20-c-k-c0xffffffff-no-rj-mo" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            TV Shows
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UCYfdidRxbB8Qhf0Nx7ioOYw-guide-item" 
+ data-visibility-tracking="CAgQtSwYBSITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCYfdidRxbB8Qhf0Nx7ioOYw"
+    title="News"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBcQtSwYBSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAgQtSwYBSITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCYfdidRxbB8Qhf0Nx7ioOYw" data-serialized-endpoint="0qDduQEaEhhVQ1lmZGlkUnhiQjhRaGYwTng3aW9PWXc%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/pHLowADq7zoIZBtCvFl5Hxdfg6DocNw_i9SAkHotI68YQkLs2tPdIOLCgQqXmX12wUHO5arobg=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            News
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UC4R8DWoMoI7CAwX8_LjQHig-guide-item" 
+ data-visibility-tracking="CAcQtSwYBiITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UC4R8DWoMoI7CAwX8_LjQHig"
+    title="Live"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBgQtSwYBiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAcQtSwYBiITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UC4R8DWoMoI7CAwX8_LjQHig" data-serialized-endpoint="0qDduQEaEhhVQzRSOERXb01vSTdDQXdYOF9MalFIaWc%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/5HkUAx2SOolanKFGX7Au5O84m4XbzvjpxXowcw2EYjbZmUObb_MzjZiiSDfy3z9ImpC0PCuZIB_dlPnEqQ=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            Live
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UCrpQ4p1Ql_hG8rKXIKM1MOQ-guide-item" 
+ data-visibility-tracking="CAYQtSwYByITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCrpQ4p1Ql_hG8rKXIKM1MOQ"
+    title="Fashion"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBkQtSwYByITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAYQtSwYByITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCrpQ4p1Ql_hG8rKXIKM1MOQ" data-serialized-endpoint="0qDduQEaEhhVQ3JwUTRwMVFsX2hHOHJLWElLTTFNT1E%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/_zQ9Ae7wpuzEL-CR-7flXBUnX11MRLaZUdTfDOXHNAFqv4XsoPrXNQFATdX0DNXAfqsIP3Jg=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            Fashion
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UCBR8-60-B28hp2BmDPdntcQ-guide-item" 
+ data-visibility-tracking="CAUQtSwYCCITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCBR8-60-B28hp2BmDPdntcQ"
+    title="Spotlight"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBoQtSwYCCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAUQtSwYCCITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCBR8-60-B28hp2BmDPdntcQ" data-serialized-endpoint="0qDduQEaEhhVQ0JSOC02MC1CMjhocDJCbURQZG50Y1E%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="https://yt3.ggpht.com/a/AGF-l79Dpy9yGG-j3hTwtQiN3iXRVaC0UHu2cgSUvQ=s20-c-k-c0xffffffff-no-rj-mo" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            Spotlight
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="UCzuqhhs6NWbgTzMuM09WKDQ-guide-item" 
+ data-visibility-tracking="CAQQtSwYCSITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/channel/UCzuqhhs6NWbgTzMuM09WKDQ"
+    title="360° Video"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel&amp;ved=CBsQtSwYCSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAQQtSwYCSITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="UCzuqhhs6NWbgTzMuM09WKDQ" data-serialized-endpoint="0qDduQEaEhhVQ3p1cWhoczZOV2JnVHpNdU0wOVdLRFE%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" height="20" aria-hidden="true" data-thumb="//yt3.ggpht.com/CjPyR97pdN27aHPYg7VUncct9HJBZhUIL47NK9u6Wpzp9N9VxpFWNGx6JAV_GRCgn0DFl2nH=s20-c-k-c0xffffffff-no-nd-rj" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            360° Video
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+      </ul>
+    </div>
+      <hr class="guide-section-separator">
+  </li>
+
+            <li class="guide-section vve-check"
+    data-visibility-tracking="CAEQ5isYAiITCIO2pp-pn-cCFZKDxAod8EsDMA==">
+    <div class="guide-item-container personal-item">
+      
+      <ul class="guide-user-links yt-uix-tdl yt-box" role="menu">
+            
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item " id="guide_builder-guide-item" 
+ data-visibility-tracking="CAIQtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-link    "
+    href="/feed/guide_builder"
+    title="Browse channels"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-manage&amp;ved=CB0QtSwYACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" data-visibility-tracking="CAIQtSwYACITCIO2pp-pn-cCFZKDxAod8EsDMA==" data-external-id="guide_builder" data-serialized-endpoint="0qDduQEREg9GRWd1aWRlX2J1aWxkZXI%3D"
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-builder-icon yt-sprite"></span>
+        <span class="display-name  no-count">
+          <span>
+            Browse channels
+          </span>
+        </span>
+    </span>
+  </a>
+
+  </li>
+
+      </ul>
+    </div>
+      <hr class="guide-section-separator">
+  </li>
+
+            <li class="guide-section guide-header signup-promo">
+    <p>
+      Sign in to like videos, comment, and subscribe.
+    </p>
+    <div id="guide-builder-promo-buttons" class="signed-out clearfix">
+      <a  href="https://accounts.google.com/ServiceLogin?passive=true&amp;service=youtube&amp;uilel=3&amp;hl=en&amp;continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26feature%3Dsign_in_promo%26next%3D%252Fplaylist%253Flist%253DPLzMcBGfZo4-mP7qA9cagf68V06sko5otr%26hl%3Den" class="yt-uix-button   yt-uix-sessionlink yt-uix-button-primary yt-uix-button-size-default" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ"><span class="yt-uix-button-content">Sign in</span></a>
+    </div>
+  </li>
+
+    </ul>
+  </div>
+
+    </div>
+  </div>
+  <div id="appbar-guide-notifications" class="hid">
+        <div id="appbar-guide-notification-watch-later-video-added">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Added to Watch Later</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-watch-later-video-removed">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Removed from Watch Later</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-subscription">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Subscription added</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-unsubscription">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Subscription removed</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-playlist-like">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Saved to Playlists</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-playlist-unlike">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Removed from Playlists</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-playlist-video-added">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Added to playlist</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-playlist-video-removed">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Removed from playlist</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-video-like">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Added to Liked videos</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-video-unlike">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Removed from Liked videos</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-event-reminder-set">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >You'll be reminded about this event</span></span></div>
+    -->
+  </div>
+
+
+    <div id="appbar-guide-notification-event-reminder-removed">
+    <!--
+    <div class="appbar-guide-notification " role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" >Event reminder removed</span></span></div>
+    -->
+  </div>
+
+
+  </div>
+  <div id="appbar-guide-item-templates" class="hid">
+        <div id="appbar-guide-item-template-playlist">
+      <!--
+        
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item show-insertion-notification " id="__ID__-guide-item" 
+ data-visibility-tracking="" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-nolink    "
+    href="__URL__"
+    title="__TITLE__"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-playlists" data-visibility-tracking="" data-external-id="__ID__" data-serialized-endpoint=""
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-playlists-icon yt-sprite"></span>
+        <span class="display-name  no-count">
+          <span>
+            __TITLE__
+          </span>
+        </span>
+    </span>
+  </a>
+
+      <div class="appbar-guide-notification guide-item-insertion-notification" role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" aria-label="Saved to Playlists">__NOTIFICATION_OVERLAY_MESSAGE__</span></span></div>
+  </li>
+
+      -->
+    </div>
+    <div id="appbar-guide-item-template-mix">
+      <!--
+        
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item show-insertion-notification " id="__ID__-guide-item" 
+ data-visibility-tracking="" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-nolink    "
+    href="__URL__"
+    title="__TITLE__"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-playlists" data-visibility-tracking="" data-external-id="__ID__" data-serialized-endpoint=""
+  >
+    <span class="yt-valign-container">
+        <span class="thumb guide-mix-icon yt-sprite"></span>
+        <span class="display-name  no-count">
+          <span>
+            __TITLE__
+          </span>
+        </span>
+    </span>
+  </a>
+
+      <div class="appbar-guide-notification guide-item-insertion-notification" role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" aria-label="Saved to Playlists">__NOTIFICATION_OVERLAY_MESSAGE__</span></span></div>
+  </li>
+
+      -->
+    </div>
+    <div id="appbar-guide-item-template-channel">
+      <!--
+        
+  <li class="vve-check guide-channel guide-notification-item overflowable-list-item show-insertion-notification " id="__ID__-guide-item" 
+ data-visibility-tracking="" role="menuitem">
+      
+  <a class="guide-item yt-uix-sessionlink yt-valign spf-nolink    "
+    href="__URL__"
+    title="__TITLE__"
+    data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=g-channel" data-visibility-tracking="" data-external-id="__ID__" data-serialized-endpoint=""
+  >
+    <span class="yt-valign-container">
+        <span class="thumb">  <span class="video-thumb  yt-thumb yt-thumb-20"
+    >
+    <span class="yt-thumb-square">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="20" src="__THUMBNAIL_URL__" alt="" height="20" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</span>
+        <span class="display-name  no-count">
+          <span>
+            __TITLE__
+          </span>
+        </span>
+    </span>
+  </a>
+
+      <div class="appbar-guide-notification guide-item-insertion-notification" role="alert"><span class="appbar-guide-notification-content-wrapper yt-valign"><span class="appbar-guide-notification-icon yt-sprite"></span><span class="appbar-guide-notification-text-content" aria-label="Subscription added">__NOTIFICATION_OVERLAY_MESSAGE__</span></span></div>
+  </li>
+
+      -->
+    </div>
+
+  </div>
+
+</div><div class="alerts-wrapper"><div id="alerts" class="content-alignment">  
+</div></div><div id="header"></div><div id="player" class="  off-screen  " role="complementary"><div id="theater-background" class="player-height"></div>  <div id="player-mole-container">
+    <div id="player-unavailable" class="  hid  ">
+      
+    </div>
+
+    <div id="player-api" class="player-width player-height off-screen-target player-api" tabIndex="-1"></div>
+        <script >if (window.ytcsi) {window.ytcsi.tick("cfg", null, '');}</script>
+    <script >var ytplayer = ytplayer || {};ytplayer.config = {"assets":{"css":"\/yts\/cssbin\/player-vflz3KPhr\/www-player.css","js":"\/yts\/jsbin\/player_ias-vfl7lL1_p\/en_US\/base.js"},"attrs":{"id":"movie_player"},"args":{"host_language":"en","enablejsapi":"1","fexp":"23744176,23804281,23827263,23837040,23837993,23839597,23842630,23847144,23848795,23853866,23854019,23855886,23856894,23857949,23859802,23859863,23860720,23861744,23865703,23866807,23867707,23868200,23868240,23868321,23869233,23870486,23870684,23871388,23872011,23872145,23872145,23872504,23873552,9406003,9406175,9449243,9471239","c":"WEB","hl":"en_US","innertube_context_client_version":"1.20200123.02.01","cver":"1.20200123.02.01","innertube_api_key":"AIzaSyAO_FJ2SlqU8Q4STEHLGCilw_Y9_11qcW8","fflags":"fixed_padding_skip_button=true\u0026html5_aspect_from_adaptive_format=true\u0026html5_allowable_liveness_drift_chunks=2\u0026html5_disable_extra_update_resource=true\u0026html5_encrypted_vp9_firefox=true\u0026html5_readahead_ratelimit=3000\u0026midroll_notify_time_seconds=5\u0026kevlar_miniplayer_play_pause_on_scrim=true\u0026max_resolution_for_white_noise=360\u0026html5_no_audio_append_cap=true\u0026html5_log_playback_rate_change_killswitch=true\u0026mweb_cougar_big_controls=true\u0026html5_error_cooldown_in_ms=30000\u0026ad_pod_disable_companion_persist_ads_quality=true\u0026html5_streaming_xhr_try_webm=true\u0026mweb_enable_skippables_on_jio_phone=true\u0026mweb_muted_autoplay_animation=shrink\u0026html5_adaptation_fix=true\u0026html5_live_abr_head_miss_fraction=0.0\u0026variable_load_timeout_ms=0\u0026enable_eviction_protection_for_bulleit=true\u0026use_survey_skip_in_0s=true\u0026use_touch_events_for_bulleit_mweb=true\u0026html5_manifestless_vp9=true\u0026html5_hls_min_video_height=0\u0026should_clear_video_data_on_player_cued_unstarted=true\u0026html5_streaming_xhr_optimize_lengthless_mp4=true\u0026html5_av1_thresh_arm=240\u0026align_ad_to_video_player_lifecycle_for_bulleit=true\u0026html5_new_element_on_seektimeout=true\u0026html5_video_tbd_min_kb=0\u0026web_player_live_monitor_env_killswitch=true\u0026html5_gapless_error_check_killswitch=true\u0026html5_initdata_deep_comparison=true\u0026enable_midroll_prefetch_for_html5_unplugged=true\u0026enable_ad_pod_specific_ui=true\u0026kevlar_queue_use_update_api=true\u0026mweb_always_check_for_cache_data_for_companion=true\u0026html5_hdcp_probing_stream_url=\u0026web_player_api_logging_fraction=0.01\u0026html5_media_fullscreen=true\u0026player_allow_autonav_after_playlist=true\u0026desktop_action_companion_wta_support=true\u0026html5_probe_primary_failure_factor=4\u0026enable_survey_termination_on_resize=true\u0026show_countdown_on_bumper=true\u0026html5_hack_gapless_init=true\u0026html5_disable_move_pssh_to_moov=true\u0026html5_gaplesstransition_error_new_elem=true\u0026kevlar_miniplayer=true\u0026active_view_use_nio=true\u0026html5_request_sizing_multiplier=0.8\u0026html5_autonav_quality_cap=0\u0026mdx_enable_privacy_disclosure_ui=true\u0026render_enhanced_overlays_as_ctas_for_desktop_style=unset\u0026info_cards_renderer_on_desktop_ads=true\u0026html5_av1_thresh_hcc=1080\u0026html5_subsegment_readahead_min_buffer_health_secs_on_timeout=0.1\u0026html5_probe_secondary_during_timeout_miss_count=2\u0026ignore_empty_xhr=true\u0026html5_streaming_xhr_try_cobalt=true\u0026html5_gapless_remove_unstarted_state=true\u0026html5_live_normal_latency_bandwidth_window=0.0\u0026html5_live_abr_repredict_fraction=0.0\u0026html5_manifestless_media_source_duration=25200\u0026web_post_search=true\u0026use_revamped_survey_design_for_desktop=true\u0026set_interstitial_start_button=true\u0026html5_platform_minimum_readahead_seconds=0.0\u0026html5_gl_fps_threshold=0\u0026html5_gapless_allow_late_transitions=true\u0026kevlar_frontend_video_list_actions=true\u0026html5_seek_over_discontinuities=true\u0026html5_jumbo_ull_nonstreaming_mffa_ms=4000\u0026disable_new_pause_state3=true\u0026html5_ignore_start_seconds_for_ads_killswitch=true\u0026html5_pseudo_gapless=true\u0026html5_live_quality_cap=0\u0026html5_enable_4k_hq_enc=true\u0026release_player_on_abandon_for_bulleit_lr_ads_frontend=true\u0026hide_preskip=true\u0026html5_gapless_ad_byterate_multiplier=1.6\u0026html5_default_ad_gain=0.5\u0026html5_streaming_xhr_buffer_mdat=true\u0026html5_max_live_dvr_window_plus_margin_secs=46800.0\u0026enable_live_premiere_web_player_indicator=true\u0026html5_subsegment_readahead_load_speed_check_interval=0.5\u0026kevlar_allow_multistep_video_init=true\u0026html5_disable_aac_ac3=true\u0026desktop_player_button_tooltip_with_shortcut=true\u0026player_destroy_old_version=true\u0026web_gel_timeout_cap=true\u0026html5_expanded_max_vss_pings=true\u0026html5_sticky_reduces_discount_by=0.0\u0026allow_skip_annotations_invideo=true\u0026html5_default_quality_cap=0\u0026html5_decode_to_texture_cap=true\u0026allow_poltergust_autoplay=true\u0026bulleit_use_touch_events_for_skip=true\u0026forced_brand_precap_duration_ms=2000\u0026bulleit_explicitly_use_content_video_ms_for_cue_range=true\u0026enable_ypc_clic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= function() {yt.player.Application.create("player-api", ytplayer.config, ytplayer.web_player_context_config);ytplayer.config.loaded = true;};</script>
+
+
+    <div id="watch-queue-mole" class="video-mole mole-collapsed hid"><div id="watch-queue" class="watch-playlist player-height"><div class="main-content"><div class="watch-queue-header"><div class="watch-queue-info"><div class="watch-queue-info-icon"><span class="tv-queue-list-icon yt-sprite"></span></div><h3 class="watch-queue-title">Watch Queue</h3><h3 class="tv-queue-title">Queue</h3><span class="tv-queue-details"></span></div><div class="watch-queue-control-bar control-bar-button"><div class="watch-queue-mole-info"><div class="watch-queue-control-bar-icon"><span class="watch-queue-icon yt-sprite"></span></div><div class="watch-queue-title-container"><span class="watch-queue-count"></span><span class="watch-queue-title">Watch Queue</span><span class="tv-queue-title">Queue</span></div></div>  <span class="dark-overflow-action-menu">
+    
+    
+    <button aria-label="Actions for the queue" aria-haspopup="true" onclick=";return false;" class="flip control-bar-button yt-uix-button yt-uix-button-dark-overflow-action-menu yt-uix-button-size-default yt-uix-button-has-icon no-icon-markup yt-uix-button-empty" aria-expanded="false" type="button" ><span class="yt-uix-button-arrow yt-sprite"></span><ul class="watch-queue-menu yt-uix-button-menu yt-uix-button-menu-dark-overflow-action-menu hid" role="menu" aria-haspopup="true"><li role="menuitem"><span data-action="remove-all" class="watch-queue-menu-choice overflow-menu-choice yt-uix-button-menu-item" onclick=";return false;" >Remove all</span></li><li role="menuitem"><span data-action="disconnect" class="watch-queue-menu-choice overflow-menu-choice yt-uix-button-menu-item" onclick=";return false;" >Disconnect</span></li></ul></button>
+  </span>
+  <div class="watch-queue-controls">
+    <button class="yt-uix-button yt-uix-button-size-default yt-uix-button-empty yt-uix-button-has-icon control-bar-button prev-watch-queue-button yt-uix-button-opacity yt-uix-tooltip yt-uix-tooltip" type="button" onclick=";return false;" title="Previous video"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-watch-queue-prev yt-sprite"></span></span></button>
+
+    <button class="yt-uix-button yt-uix-button-size-default yt-uix-button-empty yt-uix-button-has-icon control-bar-button play-watch-queue-button yt-uix-button-opacity yt-uix-tooltip yt-uix-tooltip" type="button" onclick=";return false;" title="Play"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-watch-queue-play yt-sprite"></span></span></button>
+
+    <button class="yt-uix-button yt-uix-button-size-default yt-uix-button-empty yt-uix-button-has-icon control-bar-button pause-watch-queue-button yt-uix-button-opacity yt-uix-tooltip hid yt-uix-tooltip" type="button" onclick=";return false;" title="Pause"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-watch-queue-pause yt-sprite"></span></span></button>
+
+    <button class="yt-uix-button yt-uix-button-size-default yt-uix-button-empty yt-uix-button-has-icon control-bar-button next-watch-queue-button yt-uix-button-opacity yt-uix-tooltip yt-uix-tooltip" type="button" onclick=";return false;" title="Next video"><span class="yt-uix-button-icon-wrapper"><span class="yt-uix-button-icon yt-uix-button-icon-watch-queue-next yt-sprite"></span></span></button>
+  </div>
+</div><div class="autoplay-dismiss-bar fade-out"><span class="autoplay-dismiss-title-label">The next video is starting</span><span><button class="yt-uix-button yt-uix-button-size-default autoplay-dismiss-button yt-uix-tooltip" type="button" onclick=";return false;" title="stop"><span class="yt-uix-button-content">stop</span></button></span></div></div><div class="watch-queue-items-container yt-scrollbar-dark yt-scrollbar"><div class="yt-uix-scroller playlist-videos-list"><ol class="watch-queue-items-list" data-scroll-action="yt.www.watchqueue.loadThumbnails">  <p class="yt-spinner ">
+        <span class="yt-spinner-img  yt-sprite" title="Loading icon"></span>
+
+    <span class="yt-spinner-message">
+Loading...
+    </span>
+  </p>
+</ol><div class="autoplay-control-container yt-uix-scroller-scroll-unit hid">  <div class="autoplay-control-bar">
+    <label class="autoplay-label" for=autoplay-toggle-id></label>
+    <label class="yt-uix-form-input-checkbox-container yt-uix-form-input-container yt-uix-form-input-paper-toggle-container  "><input class="yt-uix-form-input-checkbox" type="checkbox" id="autoplay-toggle-id"/><div class="yt-uix-form-input-paper-toggle-bg yt-uix-form-input-paper-toggle-bar"></div><div class="yt-uix-form-input-paper-toggle-bg yt-uix-form-input-paper-toggle-button"></div></label>
+  </div>
+</div><div class="up-next-item-container hid"></div></div></div></div>  <div class="hid">
+    <div id="watch-queue-title-msg">
+Watch Queue
+    </div>
+
+    <div id="tv-queue-title-msg">Queue</div>
+
+    <div id="watch-queue-count-msg">
+__count__/__total__
+    </div>
+
+    <div id="watch-queue-loading-template">
+      <!--
+          <p class="yt-spinner ">
+        <span class="yt-spinner-img  yt-sprite" title="Loading icon"></span>
+
+    <span class="yt-spinner-message">
+Loading...
+    </span>
+  </p>
+
+      -->
+    </div>
+  </div>
+</div></div>
+
+    <div id="player-playlist" class="  hid  ">
+      
+    </div>
+
+  </div>
+
+  <div class="clear"></div>
+</div><div id="content" class="  content-alignment" role="main">
+
+
+  <div class="branded-page-v2-container branded-page-base-bold-titles branded-page-v2-container-flex-width branded-page-v2-has-top-row branded-page-v2-secondary-column-hidden" >
+      <div class="branded-page-v2-top-row">
+                  <div class="branded-page-v2-header channel-header yt-card channel-header-auto-hide hid">
+    <div id="gh-banner">
+          <style>
+      #c4-header-bg-container {
+      background-image: url(//yt3.ggpht.com/0lQMxNS_ROwT-VFKrdyC2YQA8xqqxVGYvsgpnrVz7HDTZlze0oGLa5xhtbzR5zjIFg9ft2fA=w1060-fcrop64=1,00005a57ffffa5a8-k-c0xffffffff-no-nd-rj);
+  }
+
+
+  @media screen and (-webkit-min-device-pixel-ratio: 1.5),
+         screen and (min-resolution: 1.5dppx) {
+#c4-header-bg-container {
+        background-image: url(//yt3.ggpht.com/0lQMxNS_ROwT-VFKrdyC2YQA8xqqxVGYvsgpnrVz7HDTZlze0oGLa5xhtbzR5zjIFg9ft2fA=w2120-fcrop64=1,00005a57ffffa5a8-k-c0xffffffff-no-nd-rj);
+    }
+  }
+
+#c4-header-bg-container .hd-banner-image {
+      background-image: url(//yt3.ggpht.com/0lQMxNS_ROwT-VFKrdyC2YQA8xqqxVGYvsgpnrVz7HDTZlze0oGLa5xhtbzR5zjIFg9ft2fA=w2120-fcrop64=1,00005a57ffffa5a8-k-c0xffffffff-no-nd-rj);
+  }
+
+    </style>
+  <div id="c4-header-bg-container" class="c4-visible-on-hover-container  has-custom-banner">
+    <div class="hd-banner">
+      <div class="hd-banner-image"></div>
+    </div>
+          <div id="header-links">
+      <ul class="about-secondary-links">
+            <li class="channel-links-item">
+    <a href="/redirect?redir_token=55AplONHSKrr5hWTgcemafh6EVF8MTU4MDA2MTMyMEAxNTc5OTc0OTIw&amp;event=channel_banner&amp;q=https%3A%2F%2Ftwitter.com%2FTechWithTimm" rel="me nofollow" target="_blank" title="Twitter" class="about-channel-link yt-uix-redirect-link about-channel-link-with-icon">
+        <img src="//s2.googleusercontent.com/s2/favicons?feature=youtube_channel&amp;domain_url=https%3A%2F%2Ftwitter.com" class="about-channel-link-favicon" alt="" width="16" height="16">
+    </a>
+  </li>
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+            <li class="channel-links-item">
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+    Python Machine Learning Tutorials
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+    This series starts out teaching basic machine learning concepts like linear regression and k-nearest neighbors and moves into more advanced topics like neural networks and convolution neural networks.
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+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #1 - Introduction" data-video-id="ujTCoH21GlA"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=ujTCoH21GlA&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=2&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCYQxjQYACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
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+      Python Machine Learning Tutorial #1 - Introduction
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CCYQxjQYACITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
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+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="11 minutes">11:21</span></div>
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+    
+
+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #2 - Linear Regression p.1" data-video-id="45ryDIPHdGg"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=45ryDIPHdGg&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=3&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCcQxjQYASITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/45ryDIPHdGg/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLCrvVQbzJvD-B_11XtDI6jNTdonuQ" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="45ryDIPHdGg"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=45ryDIPHdGg&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=3&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCcQxjQYASITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="14 minutes">14:48</span></div>
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+    
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+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #3 - Linear Regression p.2" data-video-id="1BYu65vLKdA"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=1BYu65vLKdA&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=4&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCgQxjQYAiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/1BYu65vLKdA/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLDmQJPDiticjWV9PNX-8j666uPkKQ" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="1BYu65vLKdA"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=1BYu65vLKdA&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=4&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCgQxjQYAiITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="16 minutes">16:59</span></div>
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+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #4 - Saving Models &amp; Plotting Data" data-video-id="3AQ_74xrch8"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=3AQ_74xrch8&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=5&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCkQxjQYAyITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/3AQ_74xrch8/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLDyGW3wMDn4MHQmMCHriHRFEHD8lg" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="3AQ_74xrch8"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=3AQ_74xrch8&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=5&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCkQxjQYAyITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="13 minutes">13:36</span></div>
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+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #5 - KNN p.1 - Irregular Data" data-video-id="ddqQUz9mZaM"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=ddqQUz9mZaM&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=6&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCoQxjQYBCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/ddqQUz9mZaM/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLACZqpG7fuv3VfW86hywoUhM-1_Mw" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="ddqQUz9mZaM"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=ddqQUz9mZaM&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=6&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCoQxjQYBCITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="12 minutes">12:48</span></div>
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+    
+
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+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #6 - KNN p.2 - How does K Nearest Neighbors Work?" data-video-id="vwLT6bZrHEE"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=vwLT6bZrHEE&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=7&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCsQxjQYBSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/vwLT6bZrHEE/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLAUi-OXJvZWTfAFD3Q9v4MbcTnAAQ" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="vwLT6bZrHEE"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=vwLT6bZrHEE&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=7&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCsQxjQYBSITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
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+      </div>
+  </td>
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+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/TQKI0KE-JYY/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLDpGfz2ImmyFeLibZR7FsQV3z9ceg" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="TQKI0KE-JYY"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=TQKI0KE-JYY&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=8&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CCwQxjQYBiITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
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+      </div>
+      <div class="pl-video-bottom-standalone-badge">
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+      </div>
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+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/dNBvQ38MlT8/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLDKl0lZt1ofFsvy_ogd7Sw2nu1Bcg" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
+  </span>
+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
+  </span>
+
+
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+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=dNBvQ38MlT8&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=9&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CC0QxjQYByITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
+      Python Machine Learning Tutorial #8 - Using Sklearn Datasets
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CC0QxjQYByITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
+      </div>
+      <div class="pl-video-bottom-standalone-badge">
+        
+      </div>
+  </td>
+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="7 minutes, 14 seconds">7:14</span></div>
+<div class="pl-video-edit-options"></div></td></tr>
+    
+
+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #9 - SVM P.2 - How Support Vector Machines Work" data-video-id="JHxyrMgOUWI"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=JHxyrMgOUWI&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=10&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CC4QxjQYCCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/JHxyrMgOUWI/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLAzDz3CUYSSnKZU23Svbq9zjxaRyQ" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
+      </span>
+    </span>
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+  </span>
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+
+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="JHxyrMgOUWI"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=JHxyrMgOUWI&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=10&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CC4QxjQYCCITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
+      Python Machine Learning Tutorial #9 - SVM P.2 - How Support Vector Machines Work
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CC4QxjQYCCITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
+      </div>
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+        
+      </div>
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+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="14 minutes">14:14</span></div>
+<div class="pl-video-edit-options"></div></td></tr>
+    
+
+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #10 - SVM P.3 - Implementing a SVM" data-video-id="l2I8NycJMCY"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=l2I8NycJMCY&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=11&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CC8QxjQYCSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/l2I8NycJMCY/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLAMcvahqGDSRMGWGIDMtMiSbvv2mw" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
+        <span class="vertical-align"></span>
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+    </span>
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+</a>  <span class="thumb-menu dark-overflow-action-menu video-actions">
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+  <button class="yt-uix-button yt-uix-button-size-small yt-uix-button-default yt-uix-button-empty yt-uix-button-has-icon no-icon-markup addto-button video-actions spf-nolink hide-until-delayloaded addto-watch-later-button-sign-in yt-uix-tooltip" type="button" onclick=";return false;" role="button" title="Watch later" data-button-menu-id="shared-addto-watch-later-login" data-video-ids="l2I8NycJMCY"><span class="yt-uix-button-arrow yt-sprite"></span></button>
+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=l2I8NycJMCY&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=11&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CC8QxjQYCSITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
+      Python Machine Learning Tutorial #10 - SVM P.3 - Implementing a SVM
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CC8QxjQYCSITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
+      </div>
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+        
+      </div>
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+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="9 minutes, 58 seconds">9:58</span></div>
+<div class="pl-video-edit-options"></div></td></tr>
+    
+
+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #11 - How K Means Clustering Works" data-video-id="g1Zbuk1gAfk"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=g1Zbuk1gAfk&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=12&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CDAQxjQYCiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
+    >
+    <span class="yt-thumb-default">
+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/g1Zbuk1gAfk/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLBOMx5ZuaDNIN9hqHxWvfreVQ_xrQ" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
+
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+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=g1Zbuk1gAfk&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=12&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CDAQxjQYCiITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
+      Python Machine Learning Tutorial #11 - How K Means Clustering Works
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CDAQxjQYCiITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
+      </div>
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+        
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+<td class="pl-video-badges"></td><td class="pl-video-added-by"></td><td class="pl-video-time"><div class="more-menu-wrapper">  <div class="timestamp"><span aria-label="13 minutes">13:47</span></div>
+<div class="pl-video-edit-options"></div></td></tr>
+    
+
+
+<tr class="pl-video yt-uix-tile " data-set-video-id="" data-title="Python Machine Learning Tutorial #12 - Implementing K-Means Clustering" data-video-id="zixd-si9Q-o"><td class="pl-video-handle "></td><td class="pl-video-index"></td><td class="pl-video-thumbnail"><span class="pl-video-thumb ux-thumb-wrap contains-addto"><a href="/watch?v=zixd-si9Q-o&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=13&amp;t=0s" class="yt-uix-sessionlink" aria-hidden="true"  data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CDEQxjQYCyITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >  <span class="video-thumb  yt-thumb yt-thumb-72"
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+      <span class="yt-thumb-clip">
+        
+  <img data-ytimg="1" width="72" src="/yts/img/pixel-vfl3z5WfW.gif" alt="" data-thumb="https://i.ytimg.com/vi/zixd-si9Q-o/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ==&amp;rs=AOn4CLDH96M6t5B9BAm0jvz7Kwb2Sa_Gxw" aria-hidden="true" onload=";window.__ytRIL &amp;&amp; __ytRIL(this)" >
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+</span></td>  <td class="pl-video-title">
+    <a class="pl-video-title-link yt-uix-tile-link yt-uix-sessionlink  spf-link " dir="ltr" href="/watch?v=zixd-si9Q-o&amp;list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr&amp;index=13&amp;t=0s" data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=plpp_video&amp;ved=CDEQxjQYCyITCO33n5-pn-cCFUG3xAodLogN2yj6LA">
+      Python Machine Learning Tutorial #12 - Implementing K-Means Clustering
+    </a>
+      <div class="pl-video-owner">
+by <a href="/channel/UC4JX40jDee_tINbkjycV4Sg" class=" yt-uix-sessionlink      spf-link " data-sessionlink="ei=CIEsXu3TLsHukgaukLbYDQ&amp;feature=playlist&amp;ved=CDEQxjQYCyITCO33n5-pn-cCFUG3xAodLogN2yj6LA" >Tech With Tim</a>
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+
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+      <a class="sign-in-link" href="https://accounts.google.com/ServiceLogin?passive=true&amp;service=youtube&amp;uilel=3&amp;hl=en&amp;continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26feature%3Dplaylist%26next%3D%252Fplaylist%253Flist%253DPLzMcBGfZo4-mP7qA9cagf68V06sko5otr%26hl%3Den">Sign in</a> to add this to Watch Later
+
+    </div>
+<div id="yt-uix-videoactionmenu-menu" class="yt-ui-menu-content">  <div class="hide-on-create-pl-panel">
+    <h3>
+Add to
+    </h3>
+  </div>
+  <div class="add-to-widget">
+      <p class="yt-spinner ">
+        <span class="yt-spinner-img  yt-sprite" title="Loading icon"></span>
+
+    <span class="yt-spinner-message">
+        Loading playlists...
+    </span>
+  </p>
+
+  </div>
+</div></div>    <script >var ytspf = ytspf || {};ytspf.enabled = true;ytspf.config = {'reload-identifier': 'spfreload'};ytspf.config['request-headers'] = {'X-YouTube-Ad-Signals': {toString: function() {return (window['yt'] && yt['ads_'] && yt.ads_['signals_'] &&yt.ads_.signals_['getAdSignalsString']) ?yt.ads_.signals_.getAdSignalsString() :'';}},'X-YouTube-Identity-Token': null};ytspf.config['experimental-request-headers'] = ytspf.config['request-headers'];ytspf.config['cache-max'] = 50;ytspf.config['navigate-limit'] = 50;ytspf.config['navigate-lifetime'] = 64800000;</script>
+  <script src="/yts/jsbin/spf-vflR-WYOQ/spf.js" type="text/javascript" name="spf/spf" ></script>
+  <script src="/yts/jsbin/www-en_US-vfl_Ajb0Q/base.js"  name="www/base" ></script>
+<script >spf.script.path({'www/': '/yts/jsbin/www-en_US-vfl_Ajb0Q/'});var ytdepmap = {"www/base": null, "www/common": "www/base", "www/angular_base": "www/common", "www/channels_accountupload": "www/common", "www/channels": "www/common", "www/dashboard": "www/common", "www/downloadreports": "www/common", "www/experiments": "www/common", "www/feed": "www/common", "www/legomap": "www/common", "www/promo_join_network": "www/common", "www/results_harlemshake": "www/common", "www/results": "www/common", "www/results_starwars": "www/common", "www/subscriptionmanager": "www/common", "www/unlimited": "www/common", "www/watch": "www/common", "www/ypc_bootstrap": "www/common", "www/ypc_core": "www/common", "www/channels_edit": "www/channels", "www/live_dashboard": "www/angular_base", "www/videomanager": "www/angular_base", "www/watch_autoplayrenderer": "www/watch", "www/watch_edit": "www/watch", "www/watch_editor": "www/watch", "www/watch_promos": "www/watch", "www/watch_speedyg": "www/watch", "www/watch_transcript": "www/watch", "www/watch_videoshelf": "www/watch", "www/ct_advancedsearch": "www/videomanager", "www/my_videos": "www/videomanager", "www/$weak$": ["www/angular_base", "www/base", "www/channels_accountupload", "www/channels_edit", "www/channels", "www/common", "www/ct_advancedsearch", "www/dashboard", "www/downloadreports", "www/experiments", "www/feed", "www/legomap", "www/live_dashboard", "www/my_videos", "www/promo_join_network", "www/results_harlemshake", "www/results", "www/results_starwars", "www/subscriptionmanager", "www/unlimited", "www/videomanager", "www/watch_autoplayrenderer", "www/watch_edit", "www/watch_editor", "www/watch", "www/watch_promos", "www/watch_speedyg", "www/watch_transcript", "www/watch_videoshelf", "www/ypc_bootstrap", "www/ypc_core"]};spf.script.declare(ytdepmap);</script><script >if (window.ytcsi) {window.ytcsi.tick("je", null, '');}</script>  
+
+  <script >
+      yt.setConfig('ANGULAR_JS', "\/yts\/jslib\/angular.min-vflQbF7W6.js");
+  yt.setConfig('TRANSLATIONEDITOR_JS', "\/yts\/jsbin\/www-translationeditor-vflMzxMOD\/www-translationeditor.js");
+  yt.setMsg('UNSAVED_CHANGES_WARNING', "Some of the changes you have made to channel settings have not been saved and will be lost if you navigate away from this page.");
+
+
+    yt.setConfig('JS_PAGE_MODULES', ["www\/channels","www\/ypc_bootstrap"]);
+
+
+
+    yt.setConfig('CHANNEL_ID', null);
+
+    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+
+    yt.setConfig('CHANNEL_TAB', "playlist");
+
+
+        (function() {
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+        return;
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+
+      if (!/channel-header-auto-hide/.test(channelHeaderEl.className)) {
+        return;
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+
+      var brandedPageContainer = document.querySelector('.branded-page-v2-container');
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+
+      document.body.style.minHeight = 0;
+
+      var bodyScrollHeight = document.body.scrollHeight;
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+
+      document.body.scrollTop = document.documentElement.scrollTop = scrollDistance;
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+
+
+  yt.setConfig('DISMISS_THROUGH_IT', true);
+
+
+      yt.setConfig({
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+
+      yt.setConfig({
+    'GUIDED_HELP_LOCALE': "en_US",
+    'GUIDED_HELP_ENVIRONMENT': "prod"
+  });
+
+  </script>
+  
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+</body></html>
+
+

+ + + + +	+ + Python Machine Learning Tutorial #1 - Introduction + + +by Tech With Tim + + + + +	11:21 +
+ + + + +	+ + Python Machine Learning Tutorial #2 - Linear Regression p.1 + + +by Tech With Tim + + + + +	14:48 +
+ + + + +	+ + Python Machine Learning Tutorial #3 - Linear Regression p.2 + + +by Tech With Tim + + + + +	16:59 +
+ + + + +	+ + Python Machine Learning Tutorial #4 - Saving Models & Plotting Data + + +by Tech With Tim + + + + +	13:36 +
+ + + + +	+ + Python Machine Learning Tutorial #5 - KNN p.1 - Irregular Data + + +by Tech With Tim + + + + +	12:48 +
+ + + + +	+ + Python Machine Learning Tutorial #6 - KNN p.2 - How does K Nearest Neighbors Work? + + +by Tech With Tim + + + + +	13:39 +
+ + + + +	+ + Python Machine Learning Tutorial #7 - KNN p.3 - Implementation + + +by Tech With Tim + + + + +	11:03 +
+ + + + +	+ + Python Machine Learning Tutorial #8 - Using Sklearn Datasets + + +by Tech With Tim + + + + +	7:14 +
+ + + + +	+ + Python Machine Learning Tutorial #9 - SVM P.2 - How Support Vector Machines Work + + +by Tech With Tim + + + + +	14:14 +
+ + + + +	+ + Python Machine Learning Tutorial #10 - SVM P.3 - Implementing a SVM + + +by Tech With Tim + + + + +	9:58 +
+ + + + +	+ + Python Machine Learning Tutorial #11 - How K Means Clustering Works + + +by Tech With Tim + + + + +	13:47 +
+ + + + +	+ + Python Machine Learning Tutorial #12 - Implementing K-Means Clustering + + +by Tech With Tim + + + + +	12:27 +