(ML 16.7) EM for the Gaussian mixture model (part 1)
Applying EM (Expectation-Maximization) to estimate the parameters of a Gaussian mixture model. Here we use the alternate formulation presented for (unconstrained) exponential families.
From playlist Machine Learning
GARCH Model : Time Series Talk
All about the GARCH model in Time Series Analysis!
From playlist Time Series Analysis
Mixture Models 4: multivariate Gaussians
Full lecture: http://bit.ly/EM-alg We generalise the equations for the case of a multivariate Gaussians. The main difference from the previous video (part 2) is that instead of a scalar variance we now estimate a covariance matrix, using the same posteriors as before.
From playlist Mixture Models
Package Gadfly 05 QQ plots for @JuliaLanguage
Using the QQ statistic to create QQ plots.
From playlist The Julia Computer Language
(PP 6.1) Multivariate Gaussian - definition
Introduction to the multivariate Gaussian (or multivariate Normal) distribution.
From playlist Probability Theory
(ML 19.1) Gaussian processes - definition and first examples
Definition of a Gaussian process. Elementary examples of Gaussian processes.
From playlist Machine Learning
(ML 16.6) Gaussian mixture model (Mixture of Gaussians)
Introduction to the mixture of Gaussians, a.k.a. Gaussian mixture model (GMM). This is often used for density estimation and clustering.
From playlist Machine Learning
The curious tale of the 1930’s e-Reader | Eric White | TEDxWhitehall
Bob Brown is one of the most important 20th-century media figures you've never heard of. One of his most striking creations was a prototype e-Reader, which he imagined would revolutionise the experience of literature. His idea was too far ahead of its time, but Dr. Eric White picks up his
From playlist TEDxWhitehall 2018: Changing Expectations
Getting Students to Model in 3D (here within GeoGebra Augmented Reality)
GeoGebra Resource Link:
From playlist GeoGebra Augmented Reality Demos (Older iOS App)
Package Gadfly 01 Introduction to Julia Gadfly
In this lesson (stretched over six videos) we take our first proper look at the Gadfly plotting package.
From playlist The Julia Computer Language
Is Dubstep Avant Garde Musical Genius? | Idea Channel | PBS Digital Studios
Dubstep. Is. Awesome. While some people may hear noise, we hear amazing musical genius. The aural creativity of Dubstep, and its embrace of inharmonic sounds, makes it the most recent member of the long-established Avant Garde community. There is a long history of avant garde musicians and
From playlist Newest Episodes
Institutional-Grade Automated Indexes Using Enzyme Protocol | PyChain 2022
This is a video recording of the PyChain 2022 conference sessions. Speaker: Ivan Herger - Avantgarde Finance How to build self-rebalancing DeFi indexes Take a sneak peek at the ongoing development Ivan is carrying out to produce self-rebalancing DeFi indexes for institutional clients.
From playlist PyChain 2022
The Birth of Off Broadway: Crash Course Theater #47
By the middle of the 20th century, the epicenter of American theater, the Broadway theater district in New York, was getting to be a pretty staid and commercial place. There was a lot of money to be made from prestige plays and dancing revues, and the was no room in the relatively few thea
From playlist Crash Course Theater and Drama
Farmhouse Conf 3 The 2012 Beijing Aesthetic by Zoetica Ebb
In September, a small team and I went to China to film The Secret Guide to Alternative Beijing - part travel guide, part documentary, largely a time capsule of what's happening in the alternative culture of China's capital. Known as "the city of contrasts", Beijing earns its name now more
From playlist Farm House Conf 3
CERIAS Security: Towards Effective and Efficient Behavior-based Trust Models 2/6
Clip 2/6 Speaker: Klemens Boehm · Professor of Computer Science · Karlsruhe University Trust models have been touted to facilitate cooperation among unknown entities. In our current work, we are interested in behavior-based trust models, i.e., models that derive the trustworthiness of
From playlist The CERIAS Security Seminars 2007
From playlist Artist in Residence
Are the Olympics A Model for Creating Geniuses? | Idea Channel | PBS Digital Studios
Everyone is obsessed with the Olympics right now, watching these geniuses push the boundaries of their field. Wait, did we say GENIUSES? Yes! We normally associate the word "genius" with intellectual accomplishments, but athletes are geniuses at pushing their bodies to new heights, making
From playlist Newest Episodes
Pre-order our book YOU ARE AN ARTIST (which includes new assignments!) here: http://bit.ly/2kplj2h This week Sarah breaks down why The Art Assignment sign-off cannot be "Please Don't Break the Law," and discusses artists Ai Weiwei and Pussy Riot who have broken the law for good reasons.
From playlist We Think Art is Interesting
Russia develops new doomsday weapons
Invest in blue-chip art for the very first time by signing up for Masterworks: https://masterworks.art/caspian Purchase shares in great masterpieces from artists like Pablo Picasso, Banksy, Andy Warhol, and more. How Masterworks works: -Create your account with crypto wallet or traditional
From playlist Geopolitics
AWESOME physics demonstrations Gauss gun (science experiments)!!!
Physics (la physique)
From playlist physics