David Gerster

Slides and Videos (and blog posts)

The best video is definitely my anomaly detection talk at CERN.
Interesting topic, great audience, and no noticeable jet lag in my delivery.

Topic Modeling

• Slides on Latent Dirichlet Allocation from ML Prague talk, Prague, Czech Republic

• Video and topic model from the above talk

Anomaly Detection

• Video and slides from CERN talk, Geneva, Switzerland

• Video from talk at the 2015 Data Science Summit in San Francisco

• Video from Papis Connect talk, Paris, France

• Introducing: Magic Data Goggles! (blog post)

Predictive Modeling

• Video and slides from Dare2Data talk, Madrid, Spain

• Video from PostFinance talk, Bern, Switzerland

• Blog posts:

  • How BigML Finds Important Variables in Wide Datasets

  • Predicting Stock Swings with PsychSignal, Quandl and BigML

  • Using BigML and Tableau to Visualize ... Graffiti?

  • Share the Sunburst!

  • What "Real Time" Really Means

  • Machine Learning Made (Too) Easy

  • A Sunburst of Insight

Introduction to Supervised and Unsupervised Learning

• Day 1 and Day 2 slides from Master's program classes at the Polytechnic University of Valencia

A/B Testing

• A/B Testing for Fun and Profit (slides)

• Interactive Demonstration of the Central Limit Theorem (spreadsheet)

MapReduce

• Introduction to MapReduce at Microsoft (slides)

Interviews

• Predict Conference, Dublin: Machine Learning Perspectives

• Predict Conference, Dublin: History of Big Data