0:00 – 28:28 The complex inner life of simple regression | Matthew Rudd, author of “Python Concurrency with asyncio”

28:29 – 38:02 Living in another Dimension – Principal Component Analysis (PCA) | Nicole Koenigstein

38:03 – 1:05:52 Beyond MCMC: Drawing Samples is Only One Way to Do Probabilistic Modeling | Brian Godsey, author of “Think Like a Data Scientist” and “Exploring the Data Jungle”

1:05:53 – 1:33:47 What really is data science? | Anh Le

1:33:47 – 1:44:04 Linear and non-linear models for humanoid posture control and balance | Vittorio Lippi

1:44:05 – 2:21:49 Bayesian non-parametrics, bootstrapping and the Chinese Restaurant Process | Alexandra Posekany

2:21:50 – 2:30:57 What are the methods to calculate “the middle value” of points and when to use which | Ines Dedović, co-author of “Algorithms and Data Structures for Massive Datasets”

2:30:58 – 2:51:55 How do we get computers to draw faces? | Luis Serrano, author of “Grokking Machine Learning”