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
160
Make Machine Learning Boring Again: Best Practices for Using Machine Learning in Businesses - Albuquerque Machine Learning Meetup (Online) - Aug 2020
szilard
0
110
Better than Deep Learning: Gradient Boosting Machines (GBM) - eRum conference - invited talk - June 2020
szilard
0
99
Gradient Boosting Machines (GBM): From Zero to Hero (with R and Python Code) - LA Data Science Meetup - February 2020
szilard
0
95
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
60
Gradient Boosting Machines (GBM): From Zero to Hero (with R and Python Code) - Budapest BI Forum, Budapest, Nov 2019
szilard
0
140
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
84

Featured

See All Featured
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
28
9.3k
The Pragmatic Product Professional
lauravandoore
32
6.5k
How to Ace a Technical Interview
jacobian
276
23k
Fashionably flexible responsive web design (full day workshop)
malarkey
406
66k
KATA
mclloyd
29
14k
Stop Working from a Prison Cell
hatefulcrawdad
268
20k
Statistics for Hackers
jakevdp
797
220k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
11
580
Rebuilding a faster, lazier Slack
samanthasiow
80
8.9k
Documentation Writing (for coders)
carmenintech
69
4.7k
Navigating Team Friction
lara
183
15k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
8
680

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