Speaker: Karl Weinmeister
Karl Weinmeister
Cloud AI Advocacy Manager, Google
Karl is a Manager of Cloud AI Advocacy at Google, based in Austin, TX. He leads a global team of data science and engineering experts who engage with users at events, build impactful content, and influence Google product strategy. Previously, he was Director of Engineering at SparkCognition, where he led cross-functional teams that included building an ML-based malware detection.
Karl holds a BS in Computer Science from Duke University, and an MBA from the University of Texas – Austin.
Talk: How to accelerate model development with AutoML
AutoML enables you to create high-quality custom machine learning models without being an ML expert. Leveraging neural architecture search technology, it will automate the process of model selection, tuning, and training in the cloud. In this session, you’ll learn more about how AutoML works and how to apply it to structured data, images, and text.
Key takeaways:
1. What AutoML is and how it works
2. How can AutoML help both new and experienced data scientists
3. How to apply AutoML to various types of problems to build a model
Oleksandr Bornyakov
Deputy Minister, Ministry of Digital Transformation, Ukraine
Elisa de Anda Madrazo
Vice President, FATF
Omar Syed
Blockchain/DLT Architect, Shardus
Captain Michael Kanaan
Director of Operations, US Air Force
Jonathan Dever
Founder/CEO, Commercium Financial
Stephen Thaler, PhD
President/CEO, Imagination Engines, Inc.
Prof Ryan Abbott
Professor of Law and Health Sciences, Univ. of Surrey
Prof Robert Marks
Director, Walter Bradley Center for Natural & AI
Igor Jablokov
CEO, Pryon, Inc.
Anastasia Marchenkova
Quantum Researcher, Bleximo
Fabio Zinno
Research Lead, Electronic Arts Canada
Kristina Lucrezia Cornèr
Editor-in-Chief, Cointelegraph
Travis Cannell
Head of Product, Orchid
Rishabh Misra
Machine Learning Engineer, Twitter
Shreyansh Daftry
Research Scientist, NASA Jet Propulsion Laboratory
Joel Lehman, PhD
Scientist, OpenAI
Paul McLachlan, PhD
AI Research Lead, Ericsson Research
Karl Weinmeister
Cloud AI Advocacy Manager, Google
Jigyasa Grover
Machine Learning Engineer, Twitter
Kobi Eisenkraft
Malware Analyst, Check Point
Tiffany Xingyu Wang
VP/Chief Strategy Officer, Spectrum Labs
Ramin Keene
Founder, Fuzzbox.io
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