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Trust Me, I'm a Data Scientist - Ethics for Builders of Data-Based Applications

Trust Me, I'm a Data Scientist - Ethics for Builders of Data-Based Applications

EuroPython Conference via YouTube Direct link

Introduction

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Introduction

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Trust Me, I'm a Data Scientist - Ethics for Builders of Data-Based Applications

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  1. 1 Introduction
  2. 2 Ethics
  3. 3 Why
  4. 4 Data collection
  5. 5 Bias
  6. 6 Encoding
  7. 7 Analogies
  8. 8 The problem
  9. 9 Building models
  10. 10 Interpretation
  11. 11 Minority classes
  12. 12 Validation
  13. 13 Cognitive Bias
  14. 14 Projection

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