Search for tag: "probability"

MLSD 07.2: Structured Outputs: Probabilistic Models

Machine Learning for Structured Data

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From  Vlad Niculae 0 likes 49 plays 0  

MLSD 07.1: Structured Outputs: Interlude

Machine Learning for Structured Data

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MLSD 02.1: ML Recap: Linear

Machine Learning for Structured Data

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4.7 The standard normal distribution| Basic Statistics | Probability Distributions | UvA

This video introduces you to a special form of the normal probability distribution: the standard normal distribution.

From  Sander Birkhoff 0 likes 2 plays 0  

4.6 Normal distribution: probability calculations | Basic Statistics | Probability Distributions

This video explains how to make probability calculations with the normal distribution.

From  Sander Birkhoff 0 likes 3 plays 0  

4.5 Functional form of the normal distribution | Basic Statistics | Probability Distributions | UvA

In this video Emiel explains the most important properties of the normal probability distribution (or Gaussian distribution), one that you will frequently encounter.

From  Sander Birkhoff 0 likes 2 plays 0  

4.4 The variance of a random variable | Basic Statistics | Probability Distributions | UvA

This video explains how the variance of a random variable is calculated. You also learn what happens with the variance when adjusting a random variable or when combining different random variables.

From  Sander Birkhoff 0 likes 2 plays 0  

4.3 The mean of a random variable | Basic Statistics | Probability Distributions | UvA

This video explains how to calculate the mean of a probability distribution. You also learn what happens with the mean when adjusting a random variable or when combining different random variables.

From  Sander Birkhoff 0 likes 2 plays 0  

4.2 Cumulative probability distributions | Basic Statistics | Probability Distributions | UvA

This video introduces you to the cumulative probability distribution.

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4.1 Random variables and probability distributions | Basic Statistics | UvA

This video explains how a probability distribution describes the possible outcomes of a random variable with their probabilities. Important concepts discussed in this video are: discrete and…

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From  Sander Birkhoff 0 likes 2 plays 0  

3.11 Conditional probability, decision trees and Bayes' Law | Basic Statistics | Probability | UvA

This video explains the relationship between conditional probability, decision trees and Bayes' law.

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From  Sander Birkhoff 0 likes 1 plays 0  

3.9 Conditional probability | Basic Statistics | Probability | UvA

This video teaches you about conditional probability.

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3.8 Joint and marginal probabilities | Basic Statistics | Probability | UvA

This video teaches you about joint and marginal probabilities.

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3.4 Quantifying probabilities with tree diagram | Basic Statistics | Probability | UvA

This video explains you how quantifying probabilities with a tree diagram works in practice.

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From  Sander Birkhoff 0 likes 1 plays 0  

3.3 Sample space, event, probability and tree diagram | Basic Statistics | Probability | UvA

This video teaches you to determine and quantify probabilities.You also learn about a relevant tool that helps with this: the tree diagram.

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From  Sander Birkhoff 0 likes 2 plays 0  

3.2 Probability | Basic Statistics | Probability | UvA

In this video Emiel explains the concept of probability. Important terms discussed in the video are experiment, event, independent trial, relative frequency and the law of large numbers.

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From  Sander Birkhoff 0 likes 3 plays 0