If correlation is not causation, what is causation?

[asinga1982]

• Abstract (2-3 lines)
  Most of the ML models are limited to finding relationships between variables. In short models are not able to differentiate correlation and causation. Human being's ability to differentiate correlation from causation is the core reason for their intelligence. How can machines scale to that level of intelligence?

• Brief Description and Contents to be covered
  Causal Models, Probabilistic Graphical Models, Bayesian networks.

• Pre-requisites for the talk
  Basic knowledge about Modelling.

• Time required for the talk
  30 Mins.

• Link to slides
  I have a large set of slides, need to filter and prepare a relevant pitch.

• Will you be doing hands-on demo as well?
  I will show some model outcomes but not hands-on.

• Link to ipython notebook (if any)

• About yourself
  Data Science Practice Lead, Nagarro.
  I spoke at PyData 2019 delhi event.

• Are you comfortable if the talk is recorded and uploaded to PyData Delhi's YouTube channel ?
  Sure

• Any query ?

[sanketverma1704]

Please have a look @shagunsodhani.

[shagunsodhani]

Thanks for proposing the talk @asinga1982 :) Could you please ping me once you have added the link to the slides.

[shagunsodhani]

Removing assignment for now. Feel free to add me once the slides are in :)