Completed
People Plus AI Research
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Social Implications of Bias in Machine Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Social Bias
- 3 Prejudice
- 4 Statistical Bias
- 5 The Human Condition
- 6 What is Machine Learning
- 7 Overview
- 8 Garbage in Garbage out
- 9 Open Data Institute Canvas
- 10 Summary
- 11 Orchestras
- 12 Protected Attributes
- 13 Reducing Data
- 14 Adding Missing Data
- 15 Raising Machines
- 16 Google Translate
- 17 algorithmic justice league
- 18 the stem
- 19 diversity
- 20 The Forgotten
- 21 People Plus AI Research
- 22 Google
- 23 The Black Box
- 24 The Right to an Explanation
- 25 Open the Black Box
- 26 Simplifying Algorithms
- 27 Fixed Bugs
- 28 Lime
- 29 Tree Frog
- 30 What If
- 31 Feedback loops
- 32 Facebook
- 33 Compass
- 34 Silver Lining
- 35 Governance Usage
- 36 Amazon
- 37 Whos responsible
- 38 Pharmaceutical example
- 39 OpenAI example
- 40 We can quickly patch
- 41 We can demand better products
- 42 We can create updates very quickly
- 43 We realized that data is biased
- 44 We have the power
- 45 We want to go
- 46 Lets learn
- 47 We have an immense power
- 48 Change and shape society
