
Data Skeptic
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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Notable Guests
Episodes (607)
Opinion Polls for Presidential Elections
Data Skeptic
OpenHouse
Data Skeptic
[MINI] GPU CPU
Data Skeptic
[MINI] Backpropagation
Data Skeptic
Data Science at Patreon
Data Skeptic
[MINI] Feed Forward Neural Networks
Data Skeptic
Reinventing Sponsored Search Auctions
Data Skeptic
[MINI] The Perceptron
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The Data Refuge Project
Data Skeptic
[MINI] Automated Feature Engineering
Data Skeptic
Big Data Tools and Trends
Data Skeptic
[MINI] Primer on Deep Learning
Data Skeptic
Data Provenance and Reproducibility with Pachyderm
Data Skeptic
[MINI] Logistic Regression on Audio Data
Data Skeptic
Studying Competition and Gender Through Chess
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[MINI] Dropout
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The Police Data and the Data Driven Justice Initiatives
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The Library Problem
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2016 Holiday Special
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[MINI] Entropy
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MS Connect Conference
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Causal Impact
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[MINI] The Bootstrap
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[MINI] Gini Coefficients
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Unstructured Data for Finance
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[MINI] AdaBoost
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Stealing Models from the Cloud
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[MINI] Calculating Feature Importance
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NYC Bike Share Rebalancing
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[MINI] Random Forest
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Election Predictions
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[MINI] F1 Score
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Urban Congestion
Data Skeptic
[MINI] Heteroskedasticity
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Music21
Data Skeptic
[MINI] Paxos
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Trusting Machine Learning Models with LIME
Data Skeptic
[MINI] ANOVA
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Machine Learning on Images with Noisy Human-centric Labels
Data Skeptic
[MINI] Survival Analysis
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Predictive Models on Random Data
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[MINI] Receiver Operating Characteristic (ROC) Curve
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Multiple Comparisons and Conversion Optimization
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[MINI] Leakage
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Predictive Policing
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[MINI] The CAP Theorem
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Detecting Terrorists with Facial Recognition?
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[MINI] Goodhart's Law
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Data Science at eHarmony
Data Skeptic
[MINI] Stationarity and Differencing
Data Skeptic