Linear Digressions

Linear Digressions

Ben Jaffe and Katie Malone

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Linear Digressions

In each episode, your hosts explore machine learning and data science through interesting (and often very unusual) applications.
Title Date Listen Download
Searching for Datasets with Google Oct 15, 2018 Listen Download
It's our fourth birthday Oct 8, 2018 Listen Download
Gigantic Searches in Particle Physics Sep 30, 2018 Listen Download
Gigantic Searches in Particle Physics Sep 30, 2018 Listen Download
Data Engineering Sep 24, 2018 Listen Download
Text Analysis for Guessing the NYTimes Op-Ed Author Sep 16, 2018 Listen Download
The Three Types of Data Scientists, and What They Actually Do Sep 9, 2018 Listen Download
Agile Development for Data Scientists, Part 2: Where Modifications Help Aug 26, 2018 Listen Download
Agile Development for Data Scientists, Part 1: The Good Aug 19, 2018 Listen Download
Re - Release: How To Lose At Kaggle Aug 13, 2018 Listen Download
Troubling Trends In Machine Learning Scholarship Aug 6, 2018 Listen Download
Can Fancy Running Shoes Cause You To Run Faster? Jul 29, 2018 Listen Download
Compliance Bias Jul 22, 2018 Listen Download
AI Winter Jul 15, 2018 Listen Download
Rerelease: How to Find New Things to Learn Jul 8, 2018 Listen Download
Rerelease: Space Codes Jul 2, 2018 Listen Download
Rerelease: Anscombe's Quartet Jun 25, 2018 Listen Download
Rerelease: Hurricanes Produced Jun 18, 2018 Listen Download
GDPR Jun 11, 2018 Listen Download
Git for Data Scientists Jun 3, 2018 Listen Download
Analytics Maturity May 20, 2018 Listen Download
SHAP: Shapley Values in Machine Learning May 13, 2018 Listen Download
Game Theory for Model Interpretability: Shapley Values May 7, 2018 Listen Download
AutoML Apr 30, 2018 Listen Download
CPUs, GPUs, TPUs: Hardware for Deep Learning Apr 23, 2018 Listen Download
A Technical Introduction to Capsule Networks Apr 16, 2018 Listen Download
A Conceptual Introduction to Capsule Networks Apr 9, 2018 Listen Download
Convolutional Neural Nets Apr 2, 2018 Listen Download
Google Flu Trends Mar 26, 2018 Listen Download
How to pick projects for a professional data science team Mar 19, 2018 Listen Download
Autoencoders Mar 12, 2018 Listen Download
When Private Data Isn't Private Anymore Mar 5, 2018 Listen Download
What makes a machine learning algorithm "superhuman"? Feb 26, 2018 Listen Download
Open Data and Open Science Feb 19, 2018 Listen Download
Defining the quality of a machine learning production system Feb 12, 2018 Listen Download
Auto-generating websites with deep learning Feb 4, 2018 Listen Download
The Case for Learned Index Structures, Part 2: Hash Maps and Bloom Filters Jan 29, 2018 Listen Download
The Case for Learned Index Structures, Part 1: B-Trees Jan 22, 2018 Listen Download
Challenges with Using Machine Learning to Classify Chest X-Rays Jan 15, 2018 Listen Download
The Fourier Transform Jan 8, 2018 Listen Download
Statistics of Beer Jan 2, 2018 Listen Download
Re - Release: Random Kanye Dec 24, 2017 Listen Download
Debiasing Word Embeddings Dec 18, 2017 Listen Download
The Kernel Trick and Support Vector Machines Dec 11, 2017 Listen Download
Maximal Margin Classifiers Dec 4, 2017 Listen Download
Re - Release: The Cocktail Party Problem Nov 27, 2017 Listen Download
Clustering with DBSCAN Nov 20, 2017 Listen Download
The Kaggle Survey on Data Science Nov 13, 2017 Listen Download
Machine Learning: The High Interest Credit Card of Technical Debt Nov 6, 2017 Listen Download
Improving Upon a First-Draft Data Science Analysis Oct 30, 2017 Listen Download
Survey Raking Oct 23, 2017 Listen Download
Happy Hacktoberfest Oct 16, 2017 Listen Download
Re - Release: Kalman Runners Oct 9, 2017 Listen Download
Neural Net Dropout Oct 2, 2017 Listen Download
Disciplined Data Science Sep 25, 2017 Listen Download
Hurricane Forecasting Sep 18, 2017 Listen Download
Finding Spy Planes with Machine Learning Sep 11, 2017 Listen Download
Data Provenance Sep 4, 2017 Listen Download
Adversarial Examples Aug 28, 2017 Listen Download
Jupyter Notebooks Aug 21, 2017 Listen Download
Curing Cancer with Machine Learning is Super Hard Aug 14, 2017 Listen Download
KL Divergence Aug 7, 2017 Listen Download
Sabermetrics Jul 31, 2017 Listen Download
What Data Scientists Can Learn from Software Engineers Jul 24, 2017 Listen Download
Software Engineering to Data Science Jul 17, 2017 Listen Download
Re-Release: Fighting Cholera with Data, 1854 Jul 10, 2017 Listen Download
Re-Release: Data Mining Enron Jul 2, 2017 Listen Download
Factorization Machines Jun 26, 2017 Listen Download
Anscombe's Quartet Jun 19, 2017 Listen Download
Traffic Metering Algorithms Jun 12, 2017 Listen Download
Page Rank Jun 5, 2017 Listen Download
Fractional Dimensions May 29, 2017 Listen Download
Things You Learn When Building Models for Big Data May 22, 2017 Listen Download
How to Find New Things to Learn May 15, 2017 Listen Download
Federated Learning May 8, 2017 Listen Download
Word2Vec May 1, 2017 Listen Download
Feature Processing for Text Analytics Apr 24, 2017 Listen Download
Education Analytics Apr 17, 2017 Listen Download
A Technical Deep Dive on Stanley, the First Self-Driving Car Apr 10, 2017 Listen Download
An Introduction to Stanley, the First Self-Driving Car Apr 3, 2017 Listen Download
Feature Importance Mar 27, 2017 Listen Download
Space Codes! Mar 20, 2017 Listen Download
Finding (and Studying) Wikipedia Trolls Mar 13, 2017 Listen Download
A Sprint Through What's New in Neural Networks Mar 6, 2017 Listen Download
Stein's Paradox Feb 27, 2017 Listen Download
Empirical Bayes Feb 20, 2017 Listen Download
Endogenous Variables and Measuring Protest Effectiveness Feb 13, 2017 Listen Download
Calibrated Models Feb 6, 2017 Listen Download
Rock the ROC Curve Jan 30, 2017 Listen Download
Ensemble Algorithms Jan 23, 2017 Listen Download
How to evaluate a translation: BLEU scores Jan 16, 2017 Listen Download
Zero Shot Translation Jan 9, 2017 Listen Download
Google Neural Machine Translation Jan 2, 2017 Listen Download
Data and the Future of Medicine : Interview with Precision Medicine Initiative researcher Matt Might Dec 26, 2016 Listen Download
Special Crossover Episode: Partially Derivative interview with White House Data Scientist DJ Patil Dec 18, 2016 Listen Download
How to Lose at Kaggle Dec 12, 2016 Listen Download
Attacking Discrimination in Machine Learning Dec 5, 2016 Listen Download
Recurrent Neural Nets Nov 28, 2016 Listen Download
Stealing a PIN with signal processing and machine learning Nov 21, 2016 Listen Download
Neural Net Cryptography Nov 14, 2016 Listen Download
Deep Blue Nov 7, 2016 Listen Download
Organizing Google's Datasets Oct 31, 2016 Listen Download
Fighting Cancer with Data Science: Followup Oct 24, 2016 Listen Download
The 19-year-old determining the US election Oct 17, 2016 Listen Download
How to Steal a Model Oct 9, 2016 Listen Download
Regularization Oct 3, 2016 Listen Download
The Cold Start Problem Sep 26, 2016 Listen Download
Open Source Software for Data Science Sep 19, 2016 Listen Download
Scikit + Optimization = Scikit-Optimize Sep 12, 2016 Listen Download
Two Cultures: Machine Learning and Statistics Sep 5, 2016 Listen Download
Optimization Solutions Aug 29, 2016 Listen Download
Optimization Problems Aug 22, 2016 Listen Download
Multi-level modeling for understanding DEADLY RADIOACTIVE GAS Aug 15, 2016 Listen Download
How Polls Got Brexit "Wrong" Aug 8, 2016 Listen Download
Election Forecasting Aug 1, 2016 Listen Download
Machine Learning for Genomics Jul 25, 2016 Listen Download
Climate Modeling Jul 18, 2016 Listen Download
Reinforcement Learning Gone Wrong Jul 11, 2016 Listen Download
Reinforcement Learning for Artificial Intelligence Jul 3, 2016 Listen Download
Differential Privacy: how to study people without being weird and gross Jun 27, 2016 Listen Download
How the sausage gets made Jun 20, 2016 Listen Download
SMOTE: makin' yourself some fake minority data Jun 13, 2016 Listen Download
Conjoint Analysis: like AB testing, but on steroids Jun 6, 2016 Listen Download
Traffic Metering Algorithms May 30, 2016 Listen Download
Um Detector 2: The Dynamic Time Warp May 23, 2016 Listen Download
Inside a Data Analysis: Fraud Hunting at Enron May 16, 2016 Listen Download
What's the biggest #bigdata? May 9, 2016 Listen Download
Data Contamination May 2, 2016 Listen Download
Model Interpretation (and Trust Issues) Apr 25, 2016 Listen Download
Updates! Political Science Fraud and AlphaGo Apr 18, 2016 Listen Download
Ecological Inference and Simpson's Paradox Apr 11, 2016 Listen Download
Discriminatory Algorithms Apr 4, 2016 Listen Download
Recommendation Engines and Privacy Mar 28, 2016 Listen Download
Neural nets play cops and robbers (AKA generative adverserial networks) Mar 21, 2016 Listen Download
A Data Scientist's View of the Fight against Cancer Mar 14, 2016 Listen Download
Congress Bots and DeepDrumpf Mar 11, 2016 Listen Download
Multi - Armed Bandits Mar 7, 2016 Listen Download
Experiments and Messy, Tricky Causality Mar 4, 2016 Listen Download
Backpropagation Feb 29, 2016 Listen Download
Text Analysis on the State Of The Union Feb 26, 2016 Listen Download
Paradigms in Artificial Intelligence Feb 22, 2016 Listen Download
Survival Analysis Feb 19, 2016 Listen Download
Gravitational Waves Feb 15, 2016 Listen Download
The Turing Test Feb 12, 2016 Listen Download
Item Response Theory: how smart ARE you? Feb 8, 2016 Listen Download
Go! Feb 5, 2016 Listen Download
Great Social Networks in History Feb 1, 2016 Listen Download
How Much to Pay a Spy (and a lil' more auctions) Jan 29, 2016 Listen Download
Sold! Auctions (Part 2) Jan 25, 2016 Listen Download
Going Once, Going Twice: Auctions (Part 1) Jan 22, 2016 Listen Download
Chernoff Faces and Minard Maps Jan 18, 2016 Listen Download
t-SNE: Reduce Your Dimensions, Keep Your Clusters Jan 15, 2016 Listen Download
The [Expletive Deleted] Problem Jan 11, 2016 Listen Download
Unlabeled Supervised Learning--whaaa? Jan 8, 2016 Listen Download
Hacking Neural Nets Jan 5, 2016 Listen Download
Zipf's Law Dec 31, 2015 Listen Download
Indie Announcement Dec 30, 2015 Listen Download
Portrait Beauty Dec 27, 2015 Listen Download
The Cocktail Party Problem Dec 18, 2015 Listen Download
A Criminally Short Introduction to Semi Supervised Learning Dec 4, 2015 Listen Download
Thresholdout: Down with Overfitting Nov 27, 2015 Listen Download
The State of Data Science Nov 10, 2015 Listen Download
Data Science for Making the World a Better Place Nov 6, 2015 Listen Download
Kalman Runners Oct 29, 2015 Listen Download
Neural Net Inception Oct 23, 2015 Listen Download
Benford's Law Oct 16, 2015 Listen Download
Guinness Oct 7, 2015 Listen Download
PFun with P Values Sep 2, 2015 Listen Download
Watson Aug 25, 2015 Listen Download
Bayesian Psychics Aug 18, 2015 Listen Download
Troll Detection Aug 7, 2015 Listen Download
Yiddish Translation Aug 3, 2015 Listen Download
Modeling Particles in Atomic Bombs Jul 6, 2015 Listen Download
Random Number Generation Jun 19, 2015 Listen Download
Electoral Insights (Part 2) Jun 9, 2015 Listen Download
Electoral Insights (Part 1) Jun 5, 2015 Listen Download
Falsifying Data Jun 1, 2015 Listen Download
Reporter Bot May 20, 2015 Listen Download
Careers in Data Science May 16, 2015 Listen Download
That's "Dr Katie" to You May 14, 2015 Listen Download
Neural Nets (Part 2) May 11, 2015 Listen Download
Neural Nets (Part 1) May 1, 2015 Listen Download
Inferring Authorship (Part 2) Apr 28, 2015 Listen Download
Inferring Authorship (Part 1) Apr 16, 2015 Listen Download
Statistical Mistakes and the Challenger Disaster Apr 6, 2015 Listen Download
Genetics and Um Detection (HMM Part 2) Mar 25, 2015 Listen Download
Introducing Hidden Markov Models (HMM Part 1) Mar 24, 2015 Listen Download
Monte Carlo For Physicists Mar 12, 2015 Listen Download
Random Kanye Mar 4, 2015 Listen Download
Lie Detectors Feb 25, 2015 Listen Download
The Enron Dataset Feb 9, 2015 Listen Download
Labels and Where To Find Them Feb 4, 2015 Listen Download
Um Detector 1 Jan 23, 2015 Listen Download
Better Facial Recognition with Fisherfaces Jan 7, 2015 Listen Download
Facial Recognition with Eigenfaces Jan 7, 2015 Listen Download
Stats of World Series Streaks Dec 17, 2014 Listen Download
Computers Try to Tell Jokes Nov 26, 2014 Listen Download
How Outliers Helped Defeat Cholera Nov 22, 2014 Listen Download
Hunting for the Higgs Nov 16, 2014 Listen Download

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