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YouTube

Ground Truth Keynote - Great Disasters of Machine Learning

BSidesLV via YouTube

Overview

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This course covers the great disasters of machine learning, highlighting mistakes, failures, and the learning expectations gap. It discusses examples such as the unprofessional hair and false victories in Google's machine learning projects. The course aims to provide insights on how to fix these issues and introduces a trusted reflective learning model. The teaching method includes a keynote presentation with a duration of 32 minutes. The intended audience for this course is individuals interested in machine learning, data science, and technology ethics.

Syllabus

Introduction
Agenda
Sailing
Passing
Machine Learning
Joshua Brown
Learning Expectations Gap
Machine Learning Mistakes
Examples
Failures
Unprofessional Hair
Google Girls
Do No Evil
Data
Google
False Victory
How do we fix this
Tradeoffs
Trusted reflective learning model
Questions

Taught by

BSidesLV

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