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
Self-Explaining AI
Plastic Bag Bans | File Type: audio/mpeg | Duration: 34:51
Plastic Bag Bans
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
Shapley Values
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
ObjectNet
Visualization and Interpretability | File Type: audio/mpeg | Duration: 35:49
Visualization and Interpretability