Leading AI/ML Teams with Craig Martell

Name: Leading AI/ML Teams with Craig Martell
Uploaded: 2019-07-17
Description: Craig Martell shares the biggest mistakes leaders of ML teams make, what to do if you have no experience leading an ML team, key skills your ML team needs, plus different models/approaches to building an ML team. You’ll hear the most expensive and time consuming parts of ML, how to estimate timelines, unique tech debt, and how to manage expectations.

Posted Jul 17, 2019 | Views 1.5K

# AI

# Team Building

# Strategy

# Leadership

# Management

# Org Design

# Technology

speaker

Craig Martell

Chief Digital and AI Officer (CDAO) @ Department of Defense Chief Digital and Artificial Intelligence Office

Craig Martell is the Head of Machine Intelligence @ Dropbox. Prior to joining Dropbox, he lead a number of AI teams and initiatives at LinkedIn, including the development of the LinkedIn AI Academy.

Before LinkedIn, Craig was a tenured computer science professor at the Naval Postgraduate School specializing in natural-language processing (NLP).

He has a Ph.D. in Computer Science from the University of Pennsylvania and is the co-author of the MIT Press book Great Principles of Computing.

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SUMMARY

Craig Martell shares the biggest mistakes leaders of ML teams make, what to do if you have no experience leading an ML team, key skills your ML team needs, plus different models/approaches to building an ML team. You’ll hear the most expensive and time consuming parts of ML, how to estimate timelines, unique tech debt, and how to manage expectations.

+ Read More