ML/AI Data Science for Data Analytics with Jed Dougherty and Dan Darnell

Google Cloud Platform Podcast

Episode | Podcast

Date: Wed, 09 Nov 2022 19:00:11 +0000

<p><span style="font-weight: 400;">On the show this week,</span> <a href="https://twitter.com/carterthecomic" rel="noopener" target="_blank"><span style="font-weight: 400;">Carter Morgan</span></a> <span style="font-weight: 400;">and</span> <a href="https://twitter.com/asrivas_dev" rel="noopener" target="_blank"><span style="font-weight: 400;">Anu Srivastava</span></a> <span style="font-weight: 400;">talk about AI and ML data analytics with Dataiku VP of Platform Strategy, Jed Dougherty, and Head of Product Marketing, Dan Darnell. Dataiku is an AI platform targeted for business team collaboration. The low and no code environments make it easy for developers and not so tech savvy employees to work together on analytics projects. It strives for everyday AI, making these normally highly technical data processes more accessible.</span></p> <p><span style="font-weight: 400;">Our guests detail the tools Dataiku provides customers, including ML Ops features for efficient models. Dataiku’s managed offering allows businesses to concentrate on the model while Dataiku takes care of things like the deployment processes behind the scenes. We hear about the partnership between Dataiku and Google Cloud and Dataiku’s integration with AlloyDB. Through a real example, our guests run us through the use of these two tools together. Jed talks about why Google Cloud works so well with Dataiku, especially for businesses looking for cutting edge technology.</span></p> <h5><strong>Jed Dougherty</strong></h5> <p><span style="font-weight: 400;">Jed is the VP of Platform Strategy at Dataiku. In this role he acts as a strategic technical advisor to Dataiku customers and prospects. He also works tightly with Engineering and Product stakeholders in order to ensure that all technical platform requests are properly followed, scoped and implemented.</span></p> <h5><strong>Dan Darnell</strong></h5> <p><span style="font-weight: 400;">Dan has over 20 years of experience in the analytics industry at established software companies, hyper-growth technology companies, and small technology start-ups. As the Head of Product Marketing at Dataiku, he owns positioning, evangelism, and content creation for product offerings and education on products for customers and partners.</span></p> <h5><strong>Cool things of the week</strong></h5> <ul> <li style="font-weight: 400;"><span style="font-weight: 400;">Google Cloud supercharges NLP with large language models</span> <a href="https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-supercharges-nlp-with-large-language-models" rel="noopener" target="_blank"><span style="font-weight: 400;">blog</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Practicing the principle of least privilege with Cloud Build and Artifact Registry</span> <a href="https://cloud.google.com/blog/topics/developers-practitioners/practicing-principle-least-privilege-cloud-build-and-artifact-registry" rel="noopener" target="_blank"><span style="font-weight: 400;">blog</span></a></li> </ul> <h5><strong>Interview</strong></h5> <ul> <li style="font-weight: 400;"><span style="font-weight: 400;">Dataiku</span> <a href="https://www.dataiku.com/" rel="noopener" target="_blank"><span style="font-weight: 400;">site</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Dataiku YouTube</span> <a href="https://www.youtube.com/c/Dataiku" rel="noopener" target="_blank"><span style="font-weight: 400;">videos</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">BigQuery</span> <a href="https://cloud.google.com/bigquery" rel="noopener" target="_blank"><span style="font-weight: 400;">site</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Kubernetes</span> <a href="https://kubernetes.io/" rel="noopener" target="_blank"><span style="font-weight: 400;">site</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">GKE</span> <a href="https://cloud.google.com/kubernetes-engine" rel="noopener" target="_blank"><span style="font-weight: 400;">site</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">AlloyDB for PostgreSQL</span> <a href="https://cloud.google.com/alloydb" rel="noopener" target="_blank"><span style="font-weight: 400;">site</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Accelerate AI Adoption: 3 Steps to Deploy Dataiku for Google Cloud Platform</span> <a href="https://blog.dataiku.com/deploy-dataiku-for-google-cloud-platform" rel="noopener" target="_blank"><span style="font-weight: 400;">blog</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">Implementing Dataiku with BigQuery</span> <a href="https://doc.dataiku.com/dss/latest/connecting/sql/bigquery.html" rel="noopener" target="_blank"><span style="font-weight: 400;">docs</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">GCP Podcast Episode 238: ASML with Arnaud Hubaux</span> <a href="https://www.gcppodcast.com/post/episode-238-asml-with-arnaud-hubaux/" rel="noopener" target="_blank"><span style="font-weight: 400;">podcast</span></a></li> <li style="font-weight: 400;"><span style="font-weight: 400;">GCP Podcast Episode 229: Lucidworks with Radu Miclaus</span> <a href="https://www.gcppodcast.com/post/episode-229-lucidworks-with-radu-miclaus/" rel="noopener" target="_blank"><span style="font-weight: 400;">podcast</span></a></li> </ul> <h5><strong>What’s something cool you’re working on?</strong></h5> <p><span style="font-weight: 400;">Anu is working on interesting speech use cases and Google’s Speech to Text. Join in with this</span> <a href="https://cloud-dot-devsite-v2-prod.appspot.com/walkthroughs/speech-to-text/speech-to-text-java" rel="noopener" target="_blank"><span style="font-weight: 400;">tutorial</span></a><span style="font-weight: 400;">!</span></p> <p><span style="font-weight: 400;">Carter is working on getting organized and working on something super cool!</span></p> <h5><strong>Hosts</strong></h5> <p><span style="font-weight: 400;">Carter Morgan and Anu Srivastava</span></p>