SAS Enterprise Miner: Data Mining and Predictive Modeling
Master predictive modeling and data mining using SAS Enterprise Miner.
4.38 (12 reviews)
4,420
students
9.5 hours
content
Mar 2024
last update
$19.99
regular price
What you will learn
Introduction to SAS Enterprise Miner and its capabilities for predictive modeling and data mining.
Importing datasets in various formats such as text, CSV, xlsx, and xls.
Understanding user operating concepts and software menus within SAS Enterprise Miner.
Exploring statistical concepts like mean, standard deviation, and sample statistics.
Performing variable selection using techniques like input variables, R-square values, and binary target variables.
Combining different modeling techniques such as decision trees, neural networks, and regression models for enhanced predictive accuracy.
Building and evaluating neural network models, including model weight history, ROC charts, and iteration plots.
Implementing regression analysis with binary targets, interpreting regression model results, and creating effect plots.
Engaging in practical exercises, case studies, and interactive discussions to reinforce learning.
5627029
udemy ID
10/25/2023
course created date
10/30/2023
course indexed date
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