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Feature Engineering Studio

Explore advanced feature engineering techniques to elevate your model's performance. Share successes, failures, and improvements with classmates. Prepare for final project presentations. Stay updated on upcoming classes and special guest speakers.

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Feature Engineering Studio

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  1. Feature Engineering Studio December 2, 2013

  2. Assignment 11 • The Slog

  3. Part One • Drawings

  4. Votes for Best Slog • On paper please • You can vote for anyone except yourself

  5. And the best slog is…

  6. Did it help you at all? • To draw The Slog… • Before starting to slog… • (It’s OK if you found this a waste of time, I promise not to be offended)

  7. Part Two • Who did better than last time? • How much did your number improve? • Tell us what you tried, that worked • Tell us what you tried, that didn’t work • Any suggestions from your classmates?

  8. Part Two • Who didn’t do better than last time? • Tell us what you tried, that didn’t work • Any suggestions from your classmates?

  9. Son of Slog

  10. Son of Slog • You need to make your model better in any way you can • Next week in class, be ready to discuss how you improved your feature set, algorithm, etc. • And write a brief report for me • You need to get a better number than the best number you have so far!

  11. Upcoming Classes • 12/9 Son of Slog

  12. Upcoming Classes • 12/9 Son of Slog • With special guest Albert Corbett

  13. Upcoming Classes • 12/6 Final Project Presentations

  14. Final Project Presentations • Talk with powerpoint • Don’t go over whole process you followed • Instead discuss the problem, the features in your final model, the final model, and how good it is • Also talk about what you think your model means/tells the field • 10 minutes for talk • Graded on both the work & presentation

  15. Questions? Comments?

  16. Thank you!

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