Key AI and Data Trends for 2020

The Data Exchange Podcast: Mikio Braun and Ben Lorica on tools, models, applications, and risks to look out for in 2020.

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In this episode of the Data Exchange, I speak with my podcast co-organizer Mikio Braun, data scientist at GetYourGuide, and a former machine learning researcher and data architect. Mikio and I go out on a limb and speculate about new trends in AI and Data that we think people should pay attention to in 2020.

NLP in industry survey: We want to find out how people are using NLP, what tools they are using, and what challenges they face. Please take 5 minutes to fill out our survey and pass it along to your friends and colleagues.

Our conversation spanned many topics, and we listed trends in:

  • Models: reinforcement learning, deep learning, language models, and related topics.
  • Applications: including emerging use cases for reinforcement learning.
  • Infrastructure and Tools: end-to-end machine learning platforms, the importance of distributed computing, etc.
  • Managing risks: privacy, security, safety, fairness, etc.
  • Emerging technologies to watch for in 2020.

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