Data Science on AWS: Implementing AI and ML Pipelines on AWS with Chris Fregly
Podcast: Play in new window | Download
Subscribe: Apple Podcasts | RSS
Data science is an interdisciplinary field that combines strong technical skills with industry knowledge to perform a large range of jobs. Data scientists solve business questions with hands-on work cleaning and analyzing data, building machine learning models and applying algorithms, and generating dynamic visuals and tools to understand the world from the data it generates.
Amazon Web Services provides tools for storing data, moving it, analyzing it, and executing algorithms and models on it. In this episode we talk to Chris Fregly, author of the book Data Science on AWS. Chris works at AWS full time on AI and machine learning projects, and joins us to discuss his book and data science more broadly. What does it take to become a data scientist, who’s his book for, and what are the latest advancements in the field?
Sponsorship inquiries: firstname.lastname@example.org
Transcript provided by We Edit Podcasts. Software Engineering Daily listeners can go to weeditpodcasts.com to get 15% off the first three months of audio editing and transcription services with code: SED. Thanks to We Edit Podcasts for partnering with SE Daily. Please click here to view this show’s transcript.
Datadog is a cloud-scale monitoring platform that unifies metrics, logs, and traces from technologies like Istio, App Mesh, and Envoy. Plus, Datadog’s Service Map automatically plots out the dependencies in your microservices architecture for seamless, context-rich troubleshooting. With rich visualizations, algorithmic alerting, and more than 450 vendor-supported integrations, Datadog allows you to monitor your distributed applications in real time. Start a free 14-day trial today by visiting softwareengineeringdaily.com/datadog, and Datadog will send you a complimentary t-shirt.
CockroachDB is a distributed SQL database that makes it simple to build resilient, scalable applications quickly. CockroachDB is Postgres compatible, giving the same familiar SQL interface database developers have used for years. CockroachDB is resilient, adaptable to any environment, and Kubernetes-native. Host it on prem, run it in a hybrid cloud, and even deploy it across multiple clouds. Sign up for your forever-free database and get a free t-shirt at cockroachlabs.com/sedaily.
WorkOS is a developer platform to make your app enterprise-ready. With a few simple APIs, you can immediately add common enterprise features like Single Sign-On, SAML, SCIM user provisioning, and more. Developers will find beautiful docs and SDKs that make integration a breeze. WorkOS is kind of like “Stripe for enterprise features.” WorkOS powers apps like Webflow, Hopin, Vercel, and more than 100 others. The platform is rock solid, fully SOC-2 compliant, and ready for even the largest enterprise environments. So what are you waiting for? Integrate WorkOS today and make your app enterprise-ready. To learn more and get started, go to softwareengineeringdaily.com/workos
Stack Overflow for Teams brings the power of Stack Overflow to your company. It’s an easy to use, flexible, platform that helps thousands of developers answer questions and make progress in their work. Teams features robust search functionality, so you can easily benefit from the questions and answers documented on your team. Surface the most important information about onboarding, the development lifecycle, feature releases, and more. Stack Overflow for Teams saves users time and powers up the workday by clearing the obstacles caused by unanswered questions. Try it now, create a free team: https://stackoverflow.com/teams/sedaily
For anyone who’s into tech or who uses tech — and that’s most of us — Season 2 of the New Reality Series by Arm Podcasts is here, and it’ll be exploring what the not-so-distant future of consumer technology will look like. Created by Arm — the leading provider of processor technology for mobile devices — this series looks 5–10 years into the future to see how digital and mobile technologies will further empower our lives. In episode one we meet Davis Fattal — co-founder and CEO of 3D lightfield tablet manufacturer, Leia – to talk about immersive engagement through mobile screen-based devices. Check out the New Reality Series by Arm Podcasts on Spotify, Apple, Google, Stitcher, or wherever you like to listen.