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Multivariate Statistics and Machine Learning

This class was created by Brainscape user oisin mcelwain. Visit their profile to learn more about the creator.

By: oisin mcelwain
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Decks in this class (6)

1.1: Data Science
What is the value of learning abo...,
What is multivariate statistics,
What is machine learning
17  cards
1.2,.3: Expectation, covariance and Matrix Algebra
What is the expected value of a r...,
In the equation for the expected ...,
What is the expected value of y i...
41  cards
2.1: Multiple linear regression
In a simple linear regression wha...,
If we wanted to,
What is meant by the predictable ...
14  cards
3.1: Generalised linear model
How would you predict a categoric...,
What are binary variables dichoto...,
Suppose we want to know how well ...
8  cards
Lecture 5: Principle Component analysis
What does a pca attempt to do,
How does a pca attempt to explain...,
Explain the process of rotation a...
36  cards
Lecture 6: Clustering
What is clustering,
Name five types of dissimilarity ...,
What classic mathematical formula...
14  cards

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Multivariate Statistics and Machine Learning

  • Class purpose General learning

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