Jake VanderPlas: Frequentist model fitting lecture and python tutorialLecture and tutorial by Jake VanderPlas at the ESAC Data Analysis and Statistics Workshop 2014.
Alpine Tech Talk: Function Passing Style Typed, Distributed Functional Programming with Heather MThe functional programming paradigm nicely fits problems in distributed programming. For example, moving computation to data can achieve multi-fold ...
Bayesian vs frequentist statistics probability - part 1This video provides an intuitive explanation of the difference between Bayesian and classical frequentist statistics. If you are interested in seeing more of...
Bayesian vs frequentist statisticsThis video provides an intuitive explanation of the difference between Bayesian and classical frequentist statistics. If you are interested in seeing more of...
Stat 253 Ch.3 Bayes Rule
StatisticsThis is a synthesized speech reading of the Wikipedia article "Statistics" and is intended primarily for blind and visually impaired individuals who can not ...
SF Machine Learning Meetup: "Sparse Screening for Exact Data Reduction" 11_11_2014Recent technological innovations have enabled data collection of unprecedented size and complexity. Examples include web text data, social media data, gene e...
Lecture 04 -- Probability (Chapter 2.3): Frequentist and Bayesian Estimators