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Predictive Analytics

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

By: Sofia Pedraza
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Decks in this class (10)

2.1 Data Exploration
Explain the difference between ob...,
Describe continuous variables cou...,
Why is it important to understand...
12  cards
2.2 Variable Transformations
What is the main goal of data tra...,
Explain the difference between va...,
What is target leakage and why sh...
16  cards
3.1 Introduction to Statistical Learning
Describe each group of models bel...,
What is the key distinction betwe...,
What is the main difference betwe...
13  cards
3.2 Multiple Linear Regression
Explain the key components of a m...,
Explain the technique used to est...,
Discuss the purpose and interpret...
12  cards
3.3 Stepwise Selection and Regularization
Explain the difference between ai...,
Compare and contrast forward sele...,
What is binarization in the conte...
13  cards
3.4 Generalized Linear Models
How does a generalized linear mod...,
Describe what characterizes the l...,
In glm s what are the two crucial...
16  cards
4.1 Regression and Classification Trees
Explain the key differences betwe...,
Describe the main components of a...,
What is the purpose of recursive ...
17  cards
4.2 Ensemble Methods
What are the two main ensemble me...,
Describe the process of creating ...,
What are some of the important hy...
10  cards
5.1 Principal Components Analysis
How does principal components ana...,
Explain the mathematical constrai...,
Describe the process of construct...
14  cards
5.2 Clustering
Explain the process of the k mean...,
What is the purpose of the elbow ...,
Describe the agglomerative hierar...
13  cards

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Predictive Analytics

  • Class purpose General learning

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