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Coffee Sessions
Approaches to Fairness and XAI // Murtuza Shergadwala Dr. Murtuza Shergadwala is a data scientist at Fiddler AI. His background is in human-machine interaction and
design decision-making. He received his Ph.D. from Purdue University in Mechanical Engineering. Prior to Fiddler, he was a postdoc at the Games User Interaction and Intelligence Lab at UC Santa Cruz where he focused on using Bayesian approaches for modeling cognition and investigating the theory of mind. He’s super passionate about fairness in AI for underrepresented communities.
How to Make the Jump From Batch to Real-Time Machine Learning
For most companies, moving to real-time ML is a big challenge. It requires a shift from traditional batch analytics, to building and deploying models and data pipelines in production. This transition is hard, and requires new processes and tooling.
In this webinar, Tecton Co-founder and CTO Kevin Stumpf will share some of the learnings gathered from helping dozens of companies make the jump from batch to real-time ML. Join us on Thursday, February 23 at 9:30 a.m. PT / 12:30 p.m. ET and hear how you can:
Assess the incremental value of real-time ML for your use cases
Weigh it against the cost and challenges of deploying real-time ML at your org
Evaluate if your tech stack is “real-time ready” and how to get there if it isn’t
Make the the transition as easy as possible
There will also be a live Q&A session at the end of the webinar. Hope to see you there!
How Aurora Accelerates Autonomous Vehicle ML Model Development Using Kubeflow
In this talk, team Aurora discusses how they accelerated ML model development for autonomous vehicles by integrating with Kubeflow. Team Aurora covers how the Kubeflow infrastructure evolved and how it is currently deployed. Then they discuss how they build pipelines, the developer experience, and the benefits of using pipelines. Finally, they walk through how they adopted Kubeflow org-wide.
Thanks for reading. This issue was written by Demetrios Brinkmann and Jessica Rudd. See you in Slack, Youtube, and podcast land. Oh yeah, and we are also on Twitter if you like chirping birds.