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<h3 id="nexmark-evaluating-big-data-systems-with-apache-beam">Nexmark Evaluating Big Data systems with Apache Beam</h3>
<p>ApacheCon, Miami, 2017</p>
<p>Presented by Etienne Chauchot and Ismaël Mejia, <em>Apache Beam PMC members</em></p>
-<p><a href="www.slideshare.net/slideshow/embed_code/key/auWXjEK7GTkiUK">Link to Slides</a>
+<p><a href="https://www.slideshare.net/slideshow/embed_code/key/auWXjEK7GTkiUK">Link to Slides</a>
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### Universal metrics with Apache Beam
<p>ApacheCon, Montreal, 2018</p>
<p>Presented by Etienne Chauchot, <em>Apache Beam PMC member</em></p>
-<p><a href="www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR">Link to Slides</a>
+<p><a href="https://www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR">Link to Slides</a>
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@@ -35,9 +35,9 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
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-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass("fixedPosition")}function openMenu(){addPlaceholder(),blockScroll()}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav><li><span class=section-nav-list-main-title>Get started</span></li><li><a href=/get-started/beam-overview/>Beam Overview</a></li><li><a href=/get-started/an-interactive-overview-of-beam/>An Interactive Overview of Beam</a></li><li><span class=section-nav-list-title>Quickstarts</span><ul class=section-nav-list><li><a href=https://tour.beam.apache.org>Tour of Beam</a></li><li><a href=/get-started/try-apache-beam/>Try Apache Beam</a></li><li><a href=/get-started/try-beam-playground/>Try Beam Playground</a></li><li><a href=/get-started/quickstart/java/>Java quickstart</a></li><li><a href=/get-started/quickstart/python/>Python quickstart</a></li><li><a href=/get-started/quickstart/go/>Go quickstart</a></li><li><a href=/get-started/quickstart/typescript/>Typescript quickstart</a></li><li><a href=/get-started/from-spark/>Apache Spark</a></li><li><a href=/get-started/quickstart-java/>WordCount (Java)</a></li><li><a href=/get-started/quickstart-py/>WordCount (Python)</a></li><li><a href=/get-started/quickstart-go/>WordCount (Go)</a></li></ul></li><li><a href=/get-started/downloads>Install the SDK</a></li><li><span class=section-nav-list-title>Tutorials</span><ul class=section-nav-list><li><a href=/get-started/wordcount-example/>WordCount</a></li><li><a href=/get-started/mobile-gaming-example/>Mobile Gaming</a></li></ul></li><li class=section-nav-item--collapsible><span class=section-nav-list-title>Learning resources</span><ul class=section-nav-list><li><a href=/get-started/resources/learning-resources/#getting-started>Getting Started</a></li><li><a href=/get-started/resources/learning-resources/#articles>Articles</a></li><li><a href=/get-started/resources/learning-resources/#videos>Videos</a></li><li><a href=/get-started/resources/learning-resources/#courses>Courses</a></li><li><a href=/get-started/resources/learning-resources/#books>Books</a></li><li><a href=/get-started/resources/learning-resources/#certifications>Certifications</a></li><li><a href=/get-started/resources/learning-resources/#interactive-labs>Interactive Labs</a></li><li><a href=/get-started/resources/learning-resources/#beam-katas>Beam Katas</a></li><li><a href=/get-started/resources/learning-resources/#code-examples>Code Examples</a></li><li><a href=/get-started/resources/learning-resources/#api-reference>API Reference</a></li><li><a href=/get-started/resources/learning-resources/#feedback-and-suggestions>Feedback and Suggestions</a></li><li><a href=/get-started/resources/learning-resources/#how-to-contribute>How to Contribute</a></li><li><a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a></li></ul></li><li><a href=/security>Security</a></li></ul></nav></div><nav class="page-nav clearfix" data-offset-top=90 data-offset-bottom=500><nav id=TableOfContents><ul><li><a href=#general>General</a><ul><li><a href=#fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</a></li><li><a href=#fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</a></li><li><a href=#how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</a></li></ul></li><li><a href=#beam--friends>Beam & Friends</a><ul><li><a href=#distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</a></li><li><a href=#tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</a></li><li><a href=#flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</a></li><li><a href=#lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</a></li></ul></li><li><a href=#technical-details>Technical Details</a><ul><li><a href=#watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</a></li><li><a href=#triggers-in-apache-beam>Triggers in Apache Beam</a></li><li><a href=#nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</a></li></ul></li><li><a href=#next-steps>Next Steps</a></li></ul></nav></nav><div class="body__contained body__section-nav"><h1 id=videos-and-podcasts>Videos and Podcasts</h1><p>This page provides links to some of our favorite videos and podcasts that will help you get started and learn more about Apache Beam.</p><ul><li><a href>Introduction</a></li></ul><iframe class="video video--medium-size" width=560 height=315 src="https://www.youtube.com/embed/videoseries?list=PLIivdWyY5sqIEiHGunZXg_yoS7unlHNJt" frameborder=0 allowfullscreen></iframe><br><nav id=TableOfContents><ul><li><a href=#general>General</a><ul><li><a href=#fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</a></li><li><a href=#fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</a></li><li><a href=#how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</a></li></ul></li><li><a href=#beam--friends>Beam & Friends</a><ul><li><a href=#distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</a></li><li><a href=#tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</a></li><li><a href=#flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</a></li><li><a href=#lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</a></li></ul></li><li><a href=#technical-details>Technical Details</a><ul><li><a href=#watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</a></li><li><a href=#triggers-in-apache-beam>Triggers in Apache Beam</a></li><li><a href=#nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</a></li></ul></li><li><a href=#next-steps>Next Steps</a></li></ul></nav><h2 id=general>General</h2><p>The following resources provide general overviews and fundamentals of Apache Beam.</p><h3 id=fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</h3><p>Data Science Summit, Jerusalem, 2016</p><p>Presented by Tyler Akidau, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/V35MwYcXEX0 frameborder=0 allowfullscreen></iframe><br><h3 id=apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</h3><p>Hadoop Summit, San Jose, CA, 2016</p><p>Presented by Davor Bonaci, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/7DZ8ONmeP5A frameborder=0 allowfullscreen></iframe><br><h3 id=fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</h3><p>@Scale Conference, San Jose, CA, 2016</p><p>Presented by Dan Halperin, <em>Apache Beam PPMC member</em></p><p><a href="https://www.facebook.com/plugins/video.php?href=https%3A%2F%2Fwww.facebook.com%2Fatscaleevents%2Fvideos%2F1775945569345206%2F&show_text=0&width=560">Link to Video</a><br></p><h3 id=software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</h3><p>Presented by Frances Perry, <em>Apache Beam PPMC member</em></p><p><a href=https://www.se-radio.net/2016/10/se-radio-episode-272-frances-perry-on-apache-beam/ target=_blank><img src=/images/resources/se-radio-podcast.png alt="alt text"></a><br></p><h3 id=how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</h3><p>Video by Cassie Kozyrkov</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/ga2TNdrFRoU frameborder=0 allowfullscreen></iframe><br><h2 id=beam--friends>Beam & Friends</h2><p>The following resources present Apache Beam partnerships.</p><h3 id=distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</h3><p>Flink Forward, 2020</p><p>Presented by Ahmet Altay, Robert Crowe, Reza Rokni</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/jV1WFTmm4qg frameborder=0 allowfullscreen></iframe><br><h3 id=tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</h3><p>Spark+AI, San Francisco, 2019</p><p>Presented by Konstantinos Katsiapis, Ahmet Altay</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/GTibgKo7WaI frameborder=0 allowfullscreen></iframe><br><h3 id=flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</h3><p>Flink Forward, Berlin, 2016</p><p>Presented by Maximilian Michels, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/msdjh6KRXC8 frameborder=0 allowfullscreen></iframe><br><h3 id=lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</h3><p>Big Things Meetup, Tel Aviv, 2016</p><p>By Amit Sela, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/fc-YigLn_gs frameborder=0 allowfullscreen></iframe><br><h2 id=technical-details>Technical Details</h2><p>The following resources provide detailed explanations about technical concepts in Apache Beam.</p><h3 id=watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</h3><p>Strata+Hadoop World, New York, 2016</p><p>Presented by Slava Chernyak, <em>Software Engineer at Google</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/TWxSLmkWPm4 frameborder=0 allowfullscreen></iframe><br><h3 id=triggers-in-apache-beam>Triggers in Apache Beam</h3><p>Strata+Hadoop World, New York, 2016</p><p>Presented by Kenneth Knowles, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/E1k0B9LN46M frameborder=0 allowfullscreen></iframe><h3 id=nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</h3><p>ApacheCon, Miami, 2017</p><p>Presented by Etienne Chauchot and Ismaël Mejia, <em>Apache Beam PMC members</em></p><p><a href=www.slideshare.net/slideshow/embed_code/key/auWXjEK7GTkiUK>Link to Slides</a>
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass("fixedPosition")}function openMenu(){addPlaceholder(),blockScroll()}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav><li><span class=section-nav-list-main-title>Get started</span></li><li><a href=/get-started/beam-overview/>Beam Overview</a></li><li><a href=/get-started/an-interactive-overview-of-beam/>An Interactive Overview of Beam</a></li><li><span class=section-nav-list-title>Quickstarts</span><ul class=section-nav-list><li><a href=https://tour.beam.apache.org>Tour of Beam</a></li><li><a href=/get-started/try-apache-beam/>Try Apache Beam</a></li><li><a href=/get-started/try-beam-playground/>Try Beam Playground</a></li><li><a href=/get-started/quickstart/java/>Java quickstart</a></li><li><a href=/get-started/quickstart/python/>Python quickstart</a></li><li><a href=/get-started/quickstart/go/>Go quickstart</a></li><li><a href=/get-started/quickstart/typescript/>Typescript quickstart</a></li><li><a href=/get-started/from-spark/>Apache Spark</a></li><li><a href=/get-started/quickstart-java/>WordCount (Java)</a></li><li><a href=/get-started/quickstart-py/>WordCount (Python)</a></li><li><a href=/get-started/quickstart-go/>WordCount (Go)</a></li></ul></li><li><a href=/get-started/downloads>Install the SDK</a></li><li><span class=section-nav-list-title>Tutorials</span><ul class=section-nav-list><li><a href=/get-started/wordcount-example/>WordCount</a></li><li><a href=/get-started/mobile-gaming-example/>Mobile Gaming</a></li></ul></li><li class=section-nav-item--collapsible><span class=section-nav-list-title>Learning resources</span><ul class=section-nav-list><li><a href=/get-started/resources/learning-resources/#getting-started>Getting Started</a></li><li><a href=/get-started/resources/learning-resources/#articles>Articles</a></li><li><a href=/get-started/resources/learning-resources/#videos>Videos</a></li><li><a href=/get-started/resources/learning-resources/#courses>Courses</a></li><li><a href=/get-started/resources/learning-resources/#books>Books</a></li><li><a href=/get-started/resources/learning-resources/#certifications>Certifications</a></li><li><a href=/get-started/resources/learning-resources/#interactive-labs>Interactive Labs</a></li><li><a href=/get-started/resources/learning-resources/#beam-katas>Beam Katas</a></li><li><a href=/get-started/resources/learning-resources/#code-examples>Code Examples</a></li><li><a href=/get-started/resources/learning-resources/#api-reference>API Reference</a></li><li><a href=/get-started/resources/learning-resources/#feedback-and-suggestions>Feedback and Suggestions</a></li><li><a href=/get-started/resources/learning-resources/#how-to-contribute>How to Contribute</a></li><li><a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a></li></ul></li><li><a href=/security>Security</a></li></ul></nav></div><nav class="page-nav clearfix" data-offset-top=90 data-offset-bottom=500><nav id=TableOfContents><ul><li><a href=#general>General</a><ul><li><a href=#fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</a></li><li><a href=#fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</a></li><li><a href=#how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</a></li></ul></li><li><a href=#beam--friends>Beam & Friends</a><ul><li><a href=#distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</a></li><li><a href=#tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</a></li><li><a href=#flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</a></li><li><a href=#lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</a></li></ul></li><li><a href=#technical-details>Technical Details</a><ul><li><a href=#watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</a></li><li><a href=#triggers-in-apache-beam>Triggers in Apache Beam</a></li><li><a href=#nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</a></li></ul></li><li><a href=#next-steps>Next Steps</a></li></ul></nav></nav><div class="body__contained body__section-nav"><h1 id=videos-and-podcasts>Videos and Podcasts</h1><p>This page provides links to some of our favorite videos and podcasts that will help you get started and learn more about Apache Beam.</p><ul><li><a href>Introduction</a></li></ul><iframe class="video video--medium-size" width=560 height=315 src="https://www.youtube.com/embed/videoseries?list=PLIivdWyY5sqIEiHGunZXg_yoS7unlHNJt" frameborder=0 allowfullscreen></iframe><br><nav id=TableOfContents><ul><li><a href=#general>General</a><ul><li><a href=#fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</a></li><li><a href=#fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</a></li><li><a href=#software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</a></li><li><a href=#how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</a></li></ul></li><li><a href=#beam--friends>Beam & Friends</a><ul><li><a href=#distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</a></li><li><a href=#tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</a></li><li><a href=#flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</a></li><li><a href=#lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</a></li></ul></li><li><a href=#technical-details>Technical Details</a><ul><li><a href=#watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</a></li><li><a href=#triggers-in-apache-beam>Triggers in Apache Beam</a></li><li><a href=#nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</a></li></ul></li><li><a href=#next-steps>Next Steps</a></li></ul></nav><h2 id=general>General</h2><p>The following resources provide general overviews and fundamentals of Apache Beam.</p><h3 id=fundamentals-of-stream-processing-with-apache-beam>Fundamentals of Stream Processing with Apache Beam</h3><p>Data Science Summit, Jerusalem, 2016</p><p>Presented by Tyler Akidau, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/V35MwYcXEX0 frameborder=0 allowfullscreen></iframe><br><h3 id=apache-beam-a-unified-model-for-batch-and-streaming-data-processing>Apache Beam: A Unified Model for Batch and Streaming Data Processing</h3><p>Hadoop Summit, San Jose, CA, 2016</p><p>Presented by Davor Bonaci, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/7DZ8ONmeP5A frameborder=0 allowfullscreen></iframe><br><h3 id=fundamentals-of-stream-processing-with-apache-beam-1>Fundamentals of Stream Processing with Apache Beam</h3><p>@Scale Conference, San Jose, CA, 2016</p><p>Presented by Dan Halperin, <em>Apache Beam PPMC member</em></p><p><a href="https://www.facebook.com/plugins/video.php?href=https%3A%2F%2Fwww.facebook.com%2Fatscaleevents%2Fvideos%2F1775945569345206%2F&show_text=0&width=560">Link to Video</a><br></p><h3 id=software-engineering-radio-podcast-episode-272-apache-beam>Software Engineering Radio Podcast Episode 272: Apache Beam</h3><p>Presented by Frances Perry, <em>Apache Beam PPMC member</em></p><p><a href=https://www.se-radio.net/2016/10/se-radio-episode-272-frances-perry-on-apache-beam/ target=_blank><img src=/images/resources/se-radio-podcast.png alt="alt text"></a><br></p><h3 id=how-to-run-ml-inference-with-apache-beam>How to run ML Inference with Apache Beam</h3><p>Video by Cassie Kozyrkov</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/ga2TNdrFRoU frameborder=0 allowfullscreen></iframe><br><h2 id=beam--friends>Beam & Friends</h2><p>The following resources present Apache Beam partnerships.</p><h3 id=distributed-processing-for-machine-learning-production-pipelines>Distributed Processing for Machine Learning Production Pipelines</h3><p>Flink Forward, 2020</p><p>Presented by Ahmet Altay, Robert Crowe, Reza Rokni</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/jV1WFTmm4qg frameborder=0 allowfullscreen></iframe><br><h3 id=tensorflow-extended-an-end-to-end-machine-learning-platform-for-tensorflow>TensorFlow Extended: An End-to-End Machine Learning Platform for TensorFlow</h3><p>Spark+AI, San Francisco, 2019</p><p>Presented by Konstantinos Katsiapis, Ahmet Altay</p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/GTibgKo7WaI frameborder=0 allowfullscreen></iframe><br><h3 id=flink-and-beam-current-state--roadmap>Flink and Beam: Current State & Roadmap</h3><p>Flink Forward, Berlin, 2016</p><p>Presented by Maximilian Michels, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/msdjh6KRXC8 frameborder=0 allowfullscreen></iframe><br><h3 id=lessons-learned-from-developing-a-stream-processing-platform-at-scale>Lessons learned from developing a stream processing platform at scale</h3><p>Big Things Meetup, Tel Aviv, 2016</p><p>By Amit Sela, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/fc-YigLn_gs frameborder=0 allowfullscreen></iframe><br><h2 id=technical-details>Technical Details</h2><p>The following resources provide detailed explanations about technical concepts in Apache Beam.</p><h3 id=watermarks-time-and-progress-in-apache-beam-and-beyond>Watermarks: Time and Progress in Apache Beam and Beyond</h3><p>Strata+Hadoop World, New York, 2016</p><p>Presented by Slava Chernyak, <em>Software Engineer at Google</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/TWxSLmkWPm4 frameborder=0 allowfullscreen></iframe><br><h3 id=triggers-in-apache-beam>Triggers in Apache Beam</h3><p>Strata+Hadoop World, New York, 2016</p><p>Presented by Kenneth Knowles, <em>Apache Beam PPMC member</em></p><iframe class="video video--medium-size" width=560 height=315 src=https://www.youtube.com/embed/E1k0B9LN46M frameborder=0 allowfullscreen></iframe><h3 id=nexmark-evaluating-big-data-systems-with-apache-beam>Nexmark Evaluating Big Data systems with Apache Beam</h3><p>ApacheCon, Miami, 2017</p><p>Presented by Etienne Chauchot and Ismaël Mejia, <em>Apache Beam PMC members</em></p><p><a href=https://www.slideshare.net/slideshow/embed_code/key/auWXjEK7GTkiUK>Link to Slides</a>
<audio controls></p><source src=https://feathercastapache.files.wordpress.com/2017/05/0517-04-mejia.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio>
-### Universal metrics with Apache Beam<p>ApacheCon, Montreal, 2018</p><p>Presented by Etienne Chauchot, <em>Apache Beam PMC member</em></p><p><a href=www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR>Link to Slides</a>
+### Universal metrics with Apache Beam<p>ApacheCon, Montreal, 2018</p><p>Presented by Etienne Chauchot, <em>Apache Beam PMC member</em></p><p><a href=https://www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR>Link to Slides</a>
<audio controls></p><source src=//feathercastapache.files.wordpress.com/2018/09/03-universal-metrics-with-beam-etienne-chauchot.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio><h2 id=next-steps>Next Steps</h2><ul><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li></ul><div class=feedback><p class=update>Last updated on 2024/04/19</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=footer__contained><div class=footer__cols><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col__logo><img src=/images/beam_logo_circle.svg class=footer__logo alt="Beam logo"></div><div class=footer__cols__col__logo><img src=/images/apache_logo_circle.svg class=footer__logo alt="Apache logo"></div></div><div class=footer-wrapper><div class=wrapper-grid><div class=footer__cols__col><div class=footer__cols__col__title>Start</div><div class=footer__cols__col__link><a href=/get-started/beam-overview/>Overview</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-java/>Quickstart (Java)</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-py/>Quickstart (Python)</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-go/>Quickstart (Go)</a></div><div class=footer__cols__col__link><a href=/get-started/downloads/>Downloads</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Docs</div><div class=footer__cols__col__link><a href=/documentation/programming-guide/>Concepts</a></div><div class=footer__cols__col__link><a href=/documentation/pipelines/design-your-pipeline/>Pipelines</a></div><div class=footer__cols__col__link><a href=/documentation/runners/capability-matrix/>Runners</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Community</div><div class=footer__cols__col__link><a href=/contribute/>Contribute</a></div><div class=footer__cols__col__link><a href=https://projects.apache.org/committee.html?beam target=_blank>Team<img src=/images/external-link-icon.png width=14 height=14 alt="External link."></a></div><div class=footer__cols__col__link><a href=/community/presentation-materials/>Media</a></div><div class=footer__cols__col__link><a href=/community/in-person/>Events/Meetups</a></div><div class=footer__cols__col__link><a href=/community/contact-us/>Contact Us</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Resources</div><div class=footer__cols__col__link><a href=/blog/>Blog</a></div><div class=footer__cols__col__link><a href=https://github.com/apache/beam>GitHub</a></div></div></div><div class=footer__bottom>©
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