Crash Course Artificial Intelligence - Season 1 Episode 18 Algorithmic Bias and Fairness
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Today, we're going to talk about five common types of algorithmic bias we should pay attention to: data that reflects existing biases, unbalanced classes in training data, data that doesn't capture the right value, data that is amplified by feedback loops, and malicious data. Now bias itself isn't necessarily a terrible thing, our brains often use it to take shortcuts by finding patterns, but bias can become a problem if we don't acknowledge exceptions to patterns or if we allow it to discriminate.
- Title: Crash Course Artificial Intelligence
- Year: 2019
- Genre:
- Country:
- Studio:
- Director:
- Cast: Jabril Ashe
- Crew: John Green (Executive Producer), Hank Green (Executive Producer)
- Keyword:
- Runtime: 48 minutes
- IMDb: 0.00 / 10 by 0 users
- Popularity: 2.039
- First Air Date: Aug 09, 2019
- Last Air date: Dec 27, 2019
- Season: 1 Season
- Episode: 20 Episode
- Language: English
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