Data Skeptic show

Data Skeptic

Summary: The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.

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  • Artist: Kyle Polich
  • Copyright: Creative Commons Attribution License 3.0

Podcasts:

 Understanding Neural Networks | File Type: audio/mpeg | Duration: 34:43

Understanding Neural Networks

 Self-Explaining AI | File Type: audio/mpeg | Duration: 32:03
 Plastic Bag Bans | File Type: audio/mpeg | Duration: 34:51
 Self Driving Cars and Pedestrians | File Type: audio/mpeg | Duration: 30:44

Self Driving Cars and Pedestrians

 Computer Vision is Not Perfect | File Type: audio/mpeg | Duration: 26:08

Computer Vision is Not Perfect

 Uncertainty Representations | File Type: audio/mpeg | Duration: 39:48

Uncertainty Representations

 AlphaGo, COVID-19 Contact Tracing and New Data Set | File Type: audio/mpeg | Duration: 33:41

AlphaGo, COVID-19 Contact Tracing and New Data Set

 Visualizing Uncertainty | File Type: audio/mpeg | Duration: 32:53

Visualizing Uncertainty

 Interpretability Tooling | File Type: audio/mpeg | Duration: 42:38

Interpretability Tooling

 Shapley Values | File Type: audio/mpeg | Duration: 20:08
 Anchors as Explanations | File Type: audio/mpeg | Duration: 37:07

Anchors as Explanations

 Mathematical Models of Ecological Systems | File Type: audio/mpeg | Duration: 36:42

Mathematical Models of Ecological Systems

 Adversarial Explanations | File Type: audio/mpeg | Duration: 36:51

Adversarial Explanations

 ObjectNet | File Type: audio/mpeg | Duration: 38:37
 Visualization and Interpretability | File Type: audio/mpeg | Duration: 35:49

Visualization and Interpretability

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