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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.

The No Free Lunch Theorems

27 mins; March 09, 2018

ML at Sloan Kettering Cancer Center

38 mins; March 02, 2018

Optimal Decision Making with POMDPs

18 mins; February 23, 2018

AI Decision-Making

42 mins; February 16, 2018

[MINI] Reinforcement Learning

23 mins; February 09, 2018

Evolutionary Computation

24 mins; February 02, 2018

[MINI] Markov Decision Processes

20 mins; January 26, 2018

Neuroscience Frontiers

29 mins; January 19, 2018

Neuroimaging and Big Data

26 mins; January 12, 2018

The Agent Model of Artificial Intelligence

17 mins; January 05, 2018

Artificial Intelligence, a Podcast Approach

33 mins; December 29, 2017

Holiday reading 2017

12 mins; December 22, 2017

Complexity and Cryptography

35 mins; December 15, 2017

Mercedes Benz Machine Learning Research

27 mins; December 14, 2017

[MINI] Parallel Algorithms

20 mins; December 08, 2017

Quantum Computing

47 mins; December 01, 2017

Azure Databricks

28 mins; November 28, 2017

[MINI] Exponential Time Algorithms

15 mins; November 24, 2017

P vs NP

38 mins; November 17, 2017

[MINI] Sudoku \in NP

18 mins; November 10, 2017

The Computational Complexity of Machine Learning

47 mins; November 03, 2017

[MINI] Turing Machines

13 mins; October 27, 2017

The Complexity of Learning Neural Networks

38 mins; October 20, 2017

[MINI] Big Oh Analysis

18 mins; October 13, 2017

Data science tools and other announcements from Ignite

31 mins; October 06, 2017

Generative AI for Content Creation

34 mins; September 29, 2017

[MINI] One Shot Learning

17 mins; September 22, 2017

Recommender Systems Live from FARCON 2017

46 mins; September 15, 2017

[MINI] Long Short Term Memory

15 mins; September 08, 2017

Zillow Zestimate

37 mins; September 01, 2017

Cardiologist Level Arrhythmia Detection with CNNs

32 mins; August 25, 2017

[MINI] Recurrent Neural Networks

17 mins; August 18, 2017

Project Common Voice

31 mins; August 11, 2017

MINI: Bayesian Belief Networks

17 mins; August 04, 2017

pix2code

26 mins; July 28, 2017

[MINI] Conditional Independence

14 mins; July 21, 2017

Estimating Sheep Pain with Facial Recognition

27 mins; July 14, 2017

CosmosDB

33 mins; July 07, 2017

[MINI] The Vanishing Gradient

15 mins; June 30, 2017

Doctor AI

41 mins; June 23, 2017

[MINI] Activation Functions

14 mins; June 16, 2017

MS Build 2017

27 mins; June 09, 2017

[MINI] Max-pooling

12 mins; June 02, 2017

Unsupervised Depth Perception

23 mins; May 26, 2017

[MINI] Convolutional Neural Networks

14 mins; May 19, 2017

Multi-Agent Diverse Generative Adversarial Networks

29 mins; May 12, 2017

[MINI] Generative Adversarial Networks

9 mins; May 05, 2017

Opinion Polls for Presidential Elections

52 mins; April 28, 2017

OpenHouse

26 mins; April 21, 2017

[MINI] GPU CPU

11 mins; April 14, 2017

[MINI] Backpropagation

15 mins; April 07, 2017

Data Science at Patreon

32 mins; March 31, 2017

[MINI] Feed Forward Neural Networks

15 mins; March 24, 2017

Reinventing Sponsored Search Auctions

41 mins; March 17, 2017

[MINI] The Perceptron

14 mins; March 10, 2017

The Data Refuge Project

24 mins; March 03, 2017

[MINI] Automated Feature Engineering

16 mins; February 24, 2017

Big Data Tools and Trends

30 mins; February 17, 2017

[MINI] Primer on Deep Learning

14 mins; February 10, 2017

Data Provenance and Reproducibility with Pachyderm

40 mins; February 03, 2017

[MINI] Logistic Regression on Audio Data

20 mins; January 27, 2017

Studying Competition and Gender Through Chess

34 mins; January 20, 2017

[MINI] Dropout

15 mins; January 13, 2017

The Police Data and the Data Driven Justice Initiatives

49 mins; January 06, 2017

The Library Problem

35 mins; December 30, 2016

2016 Holiday Special

39 mins; December 23, 2016

[MINI] Entropy

16 mins; December 16, 2016

MS Connect Conference

42 mins; December 09, 2016

Causal Impact

34 mins; December 02, 2016

[MINI] The Bootstrap

10 mins; November 25, 2016

[MINI] Gini Coefficients

15 mins; November 18, 2016

Unstructured Data for Finance

33 mins; November 11, 2016

[MINI] AdaBoost

10 mins; November 04, 2016

Stealing Models from the Cloud

37 mins; October 28, 2016

[MINI] Calculating Feature Importance

13 mins; October 21, 2016

NYC Bike Share Rebalancing

29 mins; October 14, 2016

[MINI] Random Forest

12 mins; October 07, 2016

Election Predictions

21 mins; September 30, 2016

[MINI] F1 Score

9 mins; September 23, 2016

Urban Congestion

35 mins; September 16, 2016

[MINI] Heteroskedasticity

8 mins; September 09, 2016

Music21

34 mins; September 02, 2016

[MINI] Paxos

14 mins; August 26, 2016

Trusting Machine Learning Models with LIME

35 mins; August 19, 2016

[MINI] ANOVA

12 mins; August 12, 2016

Machine Learning on Images with Noisy Human-centric Labels

23 mins; August 05, 2016

[MINI] Survival Analysis

14 mins; July 29, 2016

Predictive Models on Random Data

36 mins; July 22, 2016

[MINI] Receiver Operating Characteristic (ROC) Curve

11 mins; July 15, 2016

Multiple Comparisons and Conversion Optimization

30 mins; July 08, 2016

[MINI] Leakage

12 mins; July 01, 2016

Predictive Policing

36 mins; June 24, 2016

[MINI] The CAP Theorem

10 mins; June 17, 2016

Detecting Terrorists with Facial Recognition?

33 mins; June 10, 2016

[MINI] Goodhart's Law

10 mins; June 03, 2016

Data Science at eHarmony

42 mins; May 27, 2016

[MINI] Stationarity and Differencing

13 mins; May 20, 2016

Feather

23 mins; May 13, 2016

[MINI] Bargaining

15 mins; May 06, 2016

deepjazz

29 mins; April 29, 2016

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Data Skeptic

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