Causal AI, Modularity & Learning || Andrew Lawrence || Causal Bandits Ep. 002 (2023)

Causal Bandits Podcast

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`from causality import solution`
Recorded on Sep 04, 2023 in London, United Kingdom
A Python package that would allow us to address an arbitrary causal problem with a one-liner does not yet exist.
Fortunately, there are other ways to implement and deploy causal solutions at scale.
In this episode, Andrew shares his journey into causality and gives us a glimpse into the behind-the-scenes of his everyday work at causaLens.
We discuss new ideas that Andrew and his team use to enhance the capabilities of available open-source causal packages, how they strive to build and maintain a highly modularized and open platform.
Finally, we talk about the importance of team work and what Andrew's parents did to make him feel nurtured & supported.
Ready?
About The Guest
Andrew Lawrence is the Director of Research at causaLens (https://causalens.com/) Connect with Andrew:

• Andrew on LinkedIn: https://www.linkedin.com/in/andrew-r-lawrence/

About The Host
Aleksander (Alex) Molak is an independent ML researcher, educator, entrepreneur and a best-selling author in the area of causality.
Connect with Alex:

• Alex on the Internet: https://bit.ly/aleksander-molak

Links

• Code and Blogs
  • DARA open-source framework (https://bit.ly/3Ql1VhF)
  • causaLens GitHub (https://bit.ly/3QmoUJz)
  • causaLens Blog (https://bit.ly/46TieJF)
• Videos
  • Brady Neal Introduction to Causality
• Books
  • Bishop (2006) - Pattern Recognition and Machine Learning
  • Molak (2023) - Causal Inference and Discovery in Python
  • Pearl & Mackenzie (2019) - The Book of Why

Support the show

Causal Bandits Podcast
Causal AI || Causal Machine Learning || Causal Inference & Discovery
Web: https://causalbanditspodcast.com
Connect on LinkedIn: https://www.linkedin.com/in/aleksandermolak/
Join Causal Python Weekly: https://causalpython.io
The Causal Book: https://amzn.to/3QhsRz4

Chapter

1. Causal AI, Modularity & Learning || Andrew Lawrence || Causal Bandits Ep. 002 (2023) (00:00:00)

2. [Ad] Rumi.ai (00:25:53)

3. (Cont.) Causal AI, Modularity & Learning || Andrew Lawrence || Causal Bandits Ep. 002 (2023) (00:26:42)