Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Gradient Boosting Machines (GBM) in R - R-Ladie...

szilard
January 24, 2018
0
100

Gradient Boosting Machines (GBM) in R - R-Ladies Budapest Meetup - January 2018

szilard

January 24, 2018
Tweet

More Decks by szilard

See All by szilard
Gradient Boosting Machines (GBM): From Zero to Hero (with R and Python Code) - Data Con LA - Oct 2020
szilard
0
140
Make Machine Learning Boring Again: Best Practices for Using Machine Learning in Businesses - Albuquerque Machine Learning Meetup (Online) - Aug 2020
szilard
0
94
Better than Deep Learning: Gradient Boosting Machines (GBM) - eRum conference - invited talk - June 2020
szilard
0
92
Gradient Boosting Machines (GBM): From Zero to Hero (with R and Python Code) - LA Data Science Meetup - February 2020
szilard
0
83
A Random Walk in Data Science and Machine Learning in Practice - CEU, Business Analytics Masters - Budapest, Febr 2020
szilard
0
290
Better than My Meetup/Conference Talks: Going Deeper in Various GBM Topics - GBM Advanced Workshop - Budapest, Nov 2019
szilard
0
54
Gradient Boosting Machines (GBM): From Zero to Hero (with R and Python Code) - Budapest BI Forum, Budapest, Nov 2019
szilard
0
130
Make Machine Learning Boring Again: Best Practices for Using Machine Learning in Businesses - LA Data Science Meetup - Playa Vista, August 2019
szilard
0
100
Better than Deep Learning: Gradient Boosting Machines (GBM) / 2019 edition - Budapest R and Data Science Meetups - Budapest, June 2019
szilard
0
79

Featured

See All Featured
Why You Should Never Use an ORM
jnunemaker
PRO
54
9.1k
Keith and Marios Guide to Fast Websites
keithpitt
409
22k
Designing for humans not robots
tammielis
250
25k
Making the Leap to Tech Lead
cromwellryan
133
8.9k
The Power of CSS Pseudo Elements
geoffreycrofte
73
5.3k
Statistics for Hackers
jakevdp
796
220k
Teambox: Starting and Learning
jrom
133
8.8k
The Cult of Friendly URLs
andyhume
78
6k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
169
50k
Rebuilding a faster, lazier Slack
samanthasiow
79
8.7k
Navigating Team Friction
lara
183
14k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
126
18k

Transcript

  1. Gradient Boosting Machines (GBM) in R Szilárd Pafka, PhD Chief

    Scientist, Epoch R-Ladies Meetup Budapest January 2018
  2. None

  3. Disclaimer: I am not representing my employer (Epoch) in this

    talk I cannot confirm nor deny if Epoch is using any of the methods, tools, results etc. mentioned in this talk

  4. Source: Andrew Ng

  5. None
  6. None
  7. None
  8. None

  9. ...

  10. None
  11. None

  12. http://www.cs.cornell.edu/~alexn/papers/empirical.icml06.pdf http://lowrank.net/nikos/pubs/empirical.pdf

  13. http://www.cs.cornell.edu/~alexn/papers/empirical.icml06.pdf http://lowrank.net/nikos/pubs/empirical.pdf

  14. None
  15. None
  16. None
  17. None
  18. None
  19. None
  20. None
  21. None
  22. None
  23. None
  24. None
  25. None
  26. None

  27. 10x

  28. None
  29. None
  30. None
  31. None

  32. 16 cores vs 1: 16 cores:

  33. None

  34. R code (hands-on)

  35. None
  36. None
  37. None
  38. None

  39. More:

  40. None