What's AI with Melanie Warrick

Google Cloud Platform Podcast

Episode | Podcast

Date: Wed, 06 Sep 2017 01:07:49 +0000

<p>What is the difference between AI and ML? <a href="https://twitter.com/nyghtowl">Melanie Warrick</a> joins your co-hosts <a href="https://twitter.com/Neurotic">Mark</a> and <a href="https://twitter.com/francesc">Francesc</a> to discuss the differences and what applications it can have.</p> <h5 id="about-melanie-warrick">About Melanie Warrick</h5> <p><a href="https://twitter.com/nyghtowl">Melanie</a> is a Senior Developer Advocate at Google. Previous experience includes work as a founding engineer on Deeplearning4J as well as implementing machine learning in production at Change.org. Prior experience also covers business consulting and large enterprise technology implementations for a wide variety of companies. Over the last couple years, she’s spoken at many conferences about artificial intelligence, and her passions are working on machine learning problems at scale.</p> <h5 id="cool-things-of-the-week">Cool things of the week</h5> <ul> <li>Announcing new Stackdriver Logging features and expanded free logs limits <a href="https://cloudplatform.googleblog.com/2017/08/announcing-new-Stackdriver-Logging-features-and-expanded-free-logs-limits.html"> blog</a></li> <li>Preventing log waste with Stackdriver Logging <a href="https://cloudplatform.googleblog.com/2017/08/preventing-log-waste-with-Stackdriver-Logging.html"> blog</a></li> <li>How to build a conversational app using Cloud Machine Learning APIs, Part 3 <a href="https://cloudplatform.googleblog.com/2017/08/how-to-build-a-conversational-app-using-Cloud-Machine-Learning-APIs-Part-3-of-3-Google-Assistant.html"> blog</a></li> <li>Your next app might be a bot! Building conversational UX with API.AI <a href="https://www.youtube.com/watch?v=LHX1GqZuaII">youtube</a></li> <li>The canonical new book about stream processing <a href="https://cloud.google.com/blog/big-data/2017/08/the-canonical-new-book-about-stream-processing"> announcement</a></li> <li>Quickdraw <a href="https://quickdraw.withgoogle.com/data">site</a> <a href="https://github.com/googlecreativelab/quickdraw-dataset">github</a></li> </ul> <h5 id="interview">Interview</h5> <ul> <li>Narrow AI <a href="https://en.wikipedia.org/wiki/Weak_AI">wikipedia</a></li> <li>Quantum Computing <a href="https://en.wikipedia.org/wiki/Quantum_computing">wikipedia</a></li> <li>TensorFlow <a href="https://www.tensorflow.org/">site</a></li> <li>DeepMind <a href="https://deepmind.com/">site</a></li> <li>Cloud Machine Learning Engine <a href="https://cloud.google.com/ml-engine/">site</a></li> <li>Keras <a href="https://keras.io/">site</a></li> <li>Pytorch <a href="http://pytorch.org/">site</a></li> <li>Caffe <a href="http://caffe.berkeleyvision.org/">site</a></li> <li><a href="https://conferences.oreilly.com/artificial-intelligence/ai-ny">O’Reilly Artificial Intelligence</a> (San Francisco) talk about reinforcement learning</li> <li><a href="https://conferences.oreilly.com/strata/strata-ny">Strata Data Conference</a> (New York) talk about AI</li> <li><a href="https://ghc.anitaborg.org/">Grace Hopper</a> (Orlando) talk about AI</li> <li><a href="http://www.mcubed.london/">Minds Mastering Machines</a> (London) talk about AI</li> <li><a href="http://crunchconf.com/">Crunch</a> (Budapest) talk about machine learning</li> </ul> <h5 id="question-of-the-week">Question of the week</h5> <p>What if you want you want to do an action whenever any Pod is created or destroyed on Kubernetes?</p> <ul> <li>Kubernetes Pod Watch API <a href="https://v1-7.docs.kubernetes.io/docs/api-reference/v1.7/#watch-list-65"> docs</a></li> <li><code>kubectl get</code> command <a href="https://v1-7.docs.kubernetes.io/docs/api-reference/v1.7/#get">docs</a></li> </ul> <h5 id="where-can-you-find-us-next">Where can you find us next?</h5> <p>Francesc just released an episode of <a href="http://justforfunc.com">justforfunc</a> last week on <a href="https://www.youtube.com/watch?v=Vg603e9C-Vg">Go Type Aliases</a>, and will be presenting at <a href="https://cloudplatformonline.com/Summit-Sydney-2017.html">Google Cloud Summit in Sydney</a> in September and then heading to <a href="https://cloudplatformonline.com/summit-chicago-2017-schedule.html"> Google Cloud Summit in Chicago</a>.</p> <p>Mark is speaking at <a href="http://www.gameaconvegas.com/">Gameacon</a> and <a href="http://austingamecon.com/">Austin Game Conference</a> and attending <a href="https://www.thestrangeloop.com/">Strangeloop</a> once he’s done with all that. He is also heading to Australia in October for <a href="http://gdgmelbourne.com/">GDG Devfest Melbourne</a> and <a href="http://gcap.com.au/">Game Connect Asia Pacific</a> as well.</p>