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Learning from Data

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

By: Matthew Gilbert
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Decks in this class (13)

Data
What are the 4 v s of data 1,
What is structured data 2,
What is the adventage of structur...
12  cards
Learning from Data
What are the two types of learning 1,
What is supervised learning 2,
What is unsupervised learning 3
9  cards
Regression Models
What are three measures of error 1,
How is sklearn used to create a l...,
How is an sklearn model fit once ...
24  cards
Model Complexity and Trade Offs
How is regression model complexit...,
What is the main characteristic o...,
What are the main characteristics...
21  cards
Classifiers
What is the difference between cl...,
What type of learning is classifi...,
What technique was used in the fi...
31  cards
Natural Language Processing
What are three techniques for han...,
What is tokenisation 2,
What is stemming 3
25  cards
K-Nearest Neighbours and Support Vector Machine
What is knn 1,
How is a new data point classifie...,
What are weaknesses of knn 3
17  cards
Decision Trees and Networks
What is a decision tree 1,
What is the goal of a decision tr...,
What are the two types of decisio...
21  cards
Unsupervised Learning
What is an unsupervised learning ...,
What are some real uses of unsupe...,
What are the main steps to cluste...
10  cards
Dimensionality Reduction
What is the aim of dimensionality...,
What are the two types of dimensi...,
What is an example of a filter me...
15  cards
Computer Vision
What are some uses for computer v...,
How are images represented 2,
What is a basic approach to compu...
6  cards
Convolutional Neural Networks
What is a convolutional neural ne...,
What is pooling 2,
What are two common types of pool...
6  cards
Last Minute Information
What are the three types of missi...,
What does mar stand for 2,
What does mnar stand for 3
29  cards

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Learning from Data

  • Class purpose General learning

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