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(ML 7.7) Dirichlet-Categorical model (part 1)

The Dirichlet distribution is a conjugate prior for the Categorical distribution (i.e. a PMF a finite set). We derive the posterior distribution and the (posterior) predictive distribution under this model.

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(ML 7.8) Dirichlet-Categorical model (part 2)
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(ML 7.8) Dirichlet-Categorical model (part 2)

(ML 7.5) Beta-Bernoulli model (part 1)
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(ML 7.5) Beta-Bernoulli model (part 1)

The Dirichlet Distribution : Data Science Basics
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The Dirichlet Distribution : Data Science Basics

(ML 7.7.A1) Dirichlet distribution
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(ML 7.7.A1) Dirichlet distribution

Trump Gets Booed and Falls Asleep at NBA Finals, Spreads Deranged CA Election Lies: A Closer Look
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Trump Gets Booed and Falls Asleep at NBA Finals, Spreads Deranged CA Election Lies: A Closer Look

Categorical Reparameterization with Gumbel-Softmax & The Concrete Distribution
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Categorical Reparameterization with Gumbel-Softmax & The Concrete Distribution

But what is a Laplace Transform?
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But what is a Laplace Transform?

Continuous Distributions: Beta and Dirichlet Distributions
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Continuous Distributions: Beta and Dirichlet Distributions

The Multinomial Distribution : Data Science Basics
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The Multinomial Distribution : Data Science Basics

The Insane Genius of a Formula 1 Gearbox
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The Insane Genius of a Formula 1 Gearbox

The Bayesian Trap
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The Bayesian Trap

Something is jamming GPS over Europe. Here's what we found
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Something is jamming GPS over Europe. Here's what we found

The Laplace Transform: A Generalized Fourier Transform
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The Laplace Transform: A Generalized Fourier Transform

HISTORIC COMEBACK BY THE GREATEST JAPANESE GENERATION OF ALL TIME AGAINST ANCELOTTI’S BRAZIL
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HISTORIC COMEBACK BY THE GREATEST JAPANESE GENERATION OF ALL TIME AGAINST ANCELOTTI’S BRAZIL

Lecture 23 Dirichlet Processes
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Lecture 23 Dirichlet Processes

I am done with Golang
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I am done with Golang

(ML 7.6) Beta-Bernoulli model (part 2)
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(ML 7.6) Beta-Bernoulli model (part 2)

Professor Jiang: World War 3 Is About To Begin, Let Me Explain!
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Professor Jiang: World War 3 Is About To Begin, Let Me Explain!

10-Minute Match: Brazil vs Germany | 2014 FIFA World Cup Semi-Final
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10-Minute Match: Brazil vs Germany | 2014 FIFA World Cup Semi-Final

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