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DDS-8515 V2
Module 2
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DDS-8515 V2
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Lesson 3 Resources
Required Reading
Machine Learning with R
Lantz, B. (2023).
Machine learning with R
(4th ed.). Packt Publishing.
Read the following:
Chapter 8: Finding Patterns – Market Basket Analysis Using Association Rules
Optional Reading
STAT 505 Applied Multivariate Statistical Analysis
Penn State Eberly College of Science (n.d.).
STAT 505 Multivariate statistical analysis
[MOOC]. Penn State University.
Read the following:
Lesson 12: Factor Analysis
Lesson 4 Resources
Required Reading
Machine Learning with R
Lantz, B. (2023).
Machine learning with R
(4th ed.). Packt Publishing.
Read the following:
Chapter 6: Forecasting Numeric Data-Regression Models
Chapter 10: Evaluating Model Performance
Optional Reading
Social Data Analysis
Lemonik, M. M. (2021).
Social data analysis qualitative and quantitative approaches.
Rhode Island College Digital Publishing.
Read the following:
Chapter 18: Quantitative Analysis with SPSS: Multivariate Regression
Applied Multivariate Statistics in R
Bakker, J. D. (n.d.).
Applied multivariate statistics in R.
University of Washington.
Read the following:
Chapter 35: Multivariate Regression Trees
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