Meditations on First Deployment - A Practical Guide to Responsible Development

Meditations on First Deployment - A Practical Guide to Responsible Development

EuroPython Conference via YouTube Direct link

Hello, my name is Alejandro

2 of 29

2 of 29

Hello, my name is Alejandro

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Meditations on First Deployment - A Practical Guide to Responsible Development

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  1. 1 Intro
  2. 2 Hello, my name is Alejandro
  3. 3 Software is eating the world The future wonders of the world will be running Python
  4. 4 Critical infrastructure increasing depends on running software
  5. 5 Responsibility Infrastructure
  6. 6 Professional Responsibility
  7. 7 Going beyond the algorithms Large ethical challenges cannot fall on the shoulders of a single
  8. 8 End-to-end Approach
  9. 9 Terminology
  10. 10 Principles & Ethics Framework
  11. 11 Industry/Code Standards
  12. 12 Standardisation Bodies You can get involved in the design and development and use of standards
  13. 13 Open Source as Policy
  14. 14 Open Source Foundations You can get involved on the design and development and use of standards
  15. 15 Software's Massive Traction
  16. 16 Not all can be solved w code
  17. 17 E.g The Challenge of our Generation
  18. 18 Ensuring the right solution Before tackling a problem we should be able to identify how much of it is actually a software problem before actually writing code
  19. 19 Prod ML Systems are HARD
  20. 20 Principles for responsible Al
  21. 21 Procurement Framework
  22. 22 Alignment on first principles
  23. 23 Industry Framework Case Stua
  24. 24 Loan approval process
  25. 25 Traditional data science proces
  26. 26 It's a disaster
  27. 27 Bias Evaluation Process
  28. 28 Taking into account correlation
  29. 29 Meditations on First Deployment A Practical Guide to Responsible Development

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