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Business Analytics

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

By: Andreas Hein
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Decks in this class (11)

Chapter 1: Introduction
New sources of data 1,
1 source of large data 2,
Traditional data warehousing 3
22  cards
Chapter 2: Statistics Revisited
What is inferential statistics 1,
What is descriptive statistics an...,
What are random variables 3
30  cards
Tutorial 2: Statistics
There exist three possible altern...,
When do i use which test 2,
When to reject h0 3
4  cards
Chapter 3: Multiple Regression Panel Data
Linear regression 1,
The simple linear regression model 2,
Estimating the coefficients 3
29  cards
Chapter 4: Logistic and Poisson Regressions
Logistic regression 1,
Application of logistic regression 2,
The linear probability model 3
24  cards
Chapter 5: Naive Bayes
Formal definition of classificati...,
Example applications 2,
Algorithms for classification 3
25  cards
Chapter 6: Decision Trees
Decision trees 1,
Building decision tree 2,
Choosing the splitting attribute 3
32  cards
Tutorial 5: Naive Bayas
The following table contains empi...,
B find the aprioriprobabilities f...,
Three problems of naive bayes 3
4  cards
Chapter 7: Pruning in Decision Trees Data Preparation
Decision tree algorithms 1,
Computing information 2,
Industrial strength algorithms 3
40  cards
Chapter 8: Evaluation of Classifiers
The crisp data mining process 1,
Precision of classifier performan...,
Holdout procedures 3
33  cards
Tutorials Theorie
Kennzeichnen sie die konzeption u...,
Wie beurteilen sie die methoden d...,
Abschreibung nach bain 3
16  cards

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Business Analytics

  • Class purpose General learning

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