Advanced Data Science Techniques in SPSS
Hone your SPSS skills to perfection - grasp the most high level data analysis methods available in the SPSS program.
4.28 (205 reviews)
25,385
students
6.5 hours
content
Dec 2020
last update
$59.99
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What you will learn
Perform advanced linear regression using predictor selection techniques
Perform any type of nonlinear regression analysis
Make predictions using the k nearest neighbor (KNN) technique
Use binary (CART) trees for prediction (both regression and classification trees)
Use non-binary (CHAID) trees for prediction (both regression and classification trees)
Build and train a multilayer perceptron (MLP)
Build and train a radial basis funcion (RBF) neural network
Perform a two-way cluster analysis
Run a survival analysis using the Kaplan-Meier method
Run a survival analysis using the Cox regression
Validate the predictive techniques (KNN, trees, neural networks) using the validation set approach and the cross-validation
Save a predictive analysis model and use it for predictions on future new data
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1424566
udemy ID
11/7/2017
course created date
11/20/2019
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