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The Part of Tens
Curriculum
2 Sections
20 Lessons
10 Weeks
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Chapter 17: Ten Steps to Setting Up a Smart Decision
10
1.1
Check Your Data Source
10 mins
1.2
Track Your Data Lineage
10 mins
1.3
Know Your Tools
10 mins
1.4
Use Automated Visualizations
10 mins
1.5
Impact = Decision
10 mins
1.6
Do Reality Checks
10 mins
1.7
Limit Your Assumptions
10 mins
1.8
Think Like a Science Teacher
10 mins
1.9
Solve for Missing Data
10 mins
1.10
Take Two Perspectives and Call Me in the Morning
10 mins
Chapter 18: Bias In, Bias Out (and Other Pitfalls)
10
2.1
A Pitfalls Overview
10 mins
2.2
Relying on Racist Algorithms
10 mins
2.3
Following a Flawed Model for Repeat Offenders
10 mins
2.4
Using A Sexist Hiring Algorithm
10 mins
2.5
Redlining Loans
10 mins
2.6
Leaning on Irrelevant Information
10 mins
2.7
Falling Victim to Framing Foibles
10 mins
2.8
Being Overconfident
10 mins
2.9
Lulled by Percentages
10 mins
2.10
Dismissing with Prejudice
10 mins
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