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Algorithm 2022

Feb. 10 - 12

Dallas

Speaker

Speaker: Karl Weinmeister

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

Oleksandr Bornyakov

Deputy Minister, Ministry of Digital Transformation, Ukraine

Robert Marks

Prof Robert Marks

Director, Walter Bradley Center for Natural & AI

Omar Syed

Omar Syed

Blockchain/DLT Architect, Shardus

Michael Kanaan

Captain Michael Kanaan

Director of Operations, US Air Force

Kristina Lucrezia Cornèr

Kristina Lucrezia Cornèr

Editor-in-Chief, Cointelegraph

Stephen Thaler

Stephen Thaler, PhD

President/CEO, Imagination Engines, Inc.

Prof Ryan Abbott

Prof Ryan Abbott

Professor of Law and Health Sciences, Univ. of Surrey

Anastasia Marchenkova

Anastasia Marchenkova

Quantum Researcher, Bleximo

Igor Jablokov

Igor Jablokov

CEO, Pryon, Inc.

Shreyansh Daftry

Shreyansh Daftry

Research Scientist, NASA Jet Propulsion Laboratory

Fabio Zinno

Fabio Zinno

Research Lead, Electronic Arts Canada

Kobi Eisenkraft

Kobi Eisenkraft

Malware Analyst, Check Point

Travis Cannell

Travis Cannell

Head of Product, Orchid

Rishabh Misra

Rishabh Misra

Machine Learning Engineer, Twitter

Karl Weinmeister

Karl Weinmeister

Cloud AI Advocacy Manager, Google

Joel Lehman

Joel Lehman, PhD

Scientist, OpenAI

Paul McLachlan

Paul McLachlan, PhD

AI Research Lead, Ericsson Research

Ramin Keene

Ramin Keene

Founder, Fuzzbox.io

Jigyasa Grover

Jigyasa Grover

Machine Learning Engineer, Twitter

Tiffany Xingyu Wang

Tiffany Xingyu Wang

VP/Chief Strategy Officer, Spectrum Labs

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