Pie & AI: Tallahassee - Datasets and Statistical Learning Theory

600 W College Ave,Tallahassee FL 32306

03 December, 2021

Description

Explore how partitioning datasets influence the bias and variance of estimators from the perspective of statistical learning theory. Pie & AI is a series of DeepLearning.AI meetups independently hosted by community groups. This event is hosted by Nathan Crock. Special thanks to their support! It is common ML practice to select hyperparameters with a validation set and assess model generalizability with a test set. In this workshop, we will motivate these concepts from first principles. We will interactively explore how different dataset partition decisions influence a real-world problem and then explain the observed behaviors with results from statistical learning theory. At the conclusion of the talk, participants will have an understanding of bias and variance in their estimators and how these concepts inform dataset training decisions. Event Agenda: 5:00 pm: Introductions (Chairman of Dept of Scientific Computing) 5:05 pm: Introductions (Sponsors) 5:10 pm: Introduction video from Andrew Ng 5:15 pm: Workshop Begins 6:25 pm: Workshop Ends, Closing Remarks 6:30 pm: Break out and Eat Pizza provided by sponsors Speakers: Nathan Crock: https://www.linkedin.com/in/nathancrock/ Luke Van Popering: https://www.linkedin.com/in/luke-van-popering-bb31b5151/ ___________ For intermediate learners Location: Seminar Room (DSL499) in Department of Scientific Computing at Florida State Universty AND Zoom Dept. of Scientific Computing Florida State University 400 Dirac Science Library Tallahassee, FL 32306-4120 Course Promo Code After the event, we will provide a limited number of promotional code for attendees who complete a post-event survey sent by DeepLearning.AI. With this promo code, learners can avail 50% off the first month subscription for any DeepLearning.AI course on Coursera. You can check out a full list of courses here. About Pie & AI: Pie & AI is a series of DeepLearning.AI meetups independently hosted by our global AI community. Events typically include conversations with leaders in the world, thought-provoking discussions, networking opportunities with your fellow learners, hands-on project practice, and pies (or other desserts you prefer.) If you are interested in hosting a local Pie & AI event for us in other cities and becoming one of our global ambassadors, send us a note at [email protected]! Pie & AI is a series of DeepLearning.AI meetups independently hosted by our global AI community. Events typically include conversations with leaders in the world, thought-provoking discussions, networking opportunities with your fellow learners, hands-on project practice, and pies (or other desserts you prefer.) If you are interested in hosting a local Pie & AI event for us in other cities and becoming one of our global ambassadors, send us a note at [email protected]!