MLOps Coffee Sessions #117 with Chad Sanderson, Head of Product, Data Platform at Convoy, Data Engineering for ML co-hosted by Josh Wills.// Abstract Data modeling is building relationships between core concepts within your data. The physical data model shows how the relationships manifest in your data environment but then there's the semantic data model, the way that entity relationship design is extracted away from any data-centric implementation.  Let's do the good old fun of talking about why data modeling is so important!// Bio Chad Sanderson is the Product Lead for Convoy's Data Platform team, which includes the data warehouse, streaming, BI & visualization, experimentation, machine learning, and data discovery.Chad has built everything from feature stores, experimentation platforms, metrics layers, streaming platforms, analytics tools, data discovery systems, and workflow development platforms. He’s implemented open source, SaaS products (early and late-stage) and has built cutting-edge technology from the ground up. Chad loves the data space, and if you're interested in chatting about it with him, don't hesitate to reach out.// MLOps Jobs board  https://mlops.pallet.xyz/jobsMLOps Swag/Merch https://mlops-community.myshopify.com/// Related Links https://odsc.com/speakers/scaling-machine-learning-with-data-mesh/ https://docs.google.com/presentation/d/1rVtltHkRkP_JaGZdkAS3U_SXfr5Gg-RP980FKXh0YNU/edit?usp=sharingJosh Wills will be teaching a course on Data Engineering for Machine Learning in September here: https://www.getsphere.com/ml-engineering/data-engineering-for-machine-learning--------------- ✌️Connect With Us ✌️ ------------- Join our slack community: https://go.mlops.community/slackFollow us on Twitter: @mlopscommunity Sign up for the next meetup: https://go.mlops.community/registerCatch all episodes, blogs, newsletters, and more: https://mlops.community/Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/Connect with Josh on LinkedIn: https://www.linkedin.com/in/josh-wills-13882b/Connect with Chad on LinkedIn: https://www.linkedin.com/in/chad-sanderson/Timestamps: [[[[[[[[[[[[[[[[[