The Data Exchange with Ben Lorica
A series of informal conversations with thought leaders, researchers, practitioners, and writers on a wide range of topics in technology, science, and of course big data, data science, artificial intelligence, and related applications. Anchored by Ben Lorica (@BigData), the Data Exchange also features a roundup of the most important stories from the worlds of data, machine learning and AI. Detailed show notes for each episode can be found on https://thedataexchange.media/ The Data Exchange podcast is a production of Gradient Flow [https://gradientflow.com/].
The Data Exchange with Ben Lorica
Key AI and Data Trends for 2020
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Ben Lorica
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.
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.
Detailed show notes can be found on The Data Exchange web site.