7. vs Ad-hoc, , Analytics Machine Learning (e.g. ) Slide
adapted from Josh Wills From the Lab to the Factory
8. ppt Analytics Machine Learning + Slide adapted from Josh
Wills From the Lab to the Factory
9. //
10. Stitch Fix + +
11. Stitch fix 5 fit
12. Stitch fix 5
13. Stitch fix 5
14. : 1 + 1 > 2 SKU Pattern
15. : 1 + 1 > 2
16. : 1 + 1 > 2 Context sensitivity/nuance
17. @stitch fix Human computation | ~300, 80 Human computation
: ,
18. >
19. : ( ..)
20.
21. , , , (Style rainbow) preppy ,,+
22. Inseam k
23. Mixed-effect logistic regression
24. Naive:
25. ? ? p 1-p censored data
26. = 1 = 0
27. = 1 = 0
28. (selection bias) Heckman
29.
30. @stitch fix Human computation |
31.
32. Thank you ! Jay Wang
33.
34. vs (rules learned from data or humans, learning from data)
Slide adapted from Josh Wills From the Lab to the Factory
35. Jet.com Amazon killer: subscription-based retail, Marc Lore
(Diapers.com), $50/yr, 5-10% lower price Thumbtacks Service
provider referral (how to monetize?) SpotTrender Pre-test video
commercials Sano Realtime news discovery from social networks
(twitter, instagram, weibo, VK, ..) Common crawl (non-profit) Open
repo of web crawl data, billions of pages each month
36.
37. Jet.com Amazon killer: subscription-based retail, Marc Lore
(Diapers.com), $50/yr, 5-10% lower price Thumbtacks Service
provider referral (how to monetize?) SpotTrender Pre-test video
commercials Sano Realtime news discovery from social networks
(twitter, instagram, weibo, VK, ..) Common crawl (non-profit) Open
repo of web crawl data, billions of pages each month