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Introduction to Machine Learning

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

By: Andreas Zinonos
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Decks in this class (6)

Lec1 - Introduction
What are the three main types of ...,
What are the three types of label...,
What are the two ways of performi...
15  cards
Lec2 - Decision Trees
What is decision tree learning de...,
Give the names of 3 statistical t...,
What is information entropy give ...
6  cards
Lec3 - Evaluating Hypotheses
What is the ultimate goal of mach...,
What is the correct approach to p...,
What is the holdout method
15  cards
Lec4,5 - Artificial Neural Networks
Give the equation for the output ...,
What is a feed forward network,
Describe two methods for weight i...
15  cards
Lec6 - Unsupervised Learning
What is the difference between su...,
What is clustering,
Describe the k means algorithm
15  cards
Lec7 - Genetic Algorithms
What is a genetic evolutionary al...,
State the 4 concepts from darwins...,
Describe the three main genetic o...
9  cards

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Introduction to Machine Learning

  • Class purpose General learning

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