Caret
Selections
Overview of Machine Learning Tools
Factors
Methods
Developing Predictive Models using Data
Key Predictive Analytics Tools
Selections 
R Packages: R has several packages such as
caret and glmnet that facilitate model selection and feature selection
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Overview of Machine Learning Tools caret A package in R that simplifies the process of creating predictive models
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Factors ggplot2, dplyr,
caret Tableau A data visualization tool that helps in understanding data patterns
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Methods Tool Description Use Case R (
Caret) A package in R for creating predictive models
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Developing Predictive Models using Data used in developing predictive models: Python (libraries such as Pandas, Scikit-learn, TensorFlow) R (packages like
caret, randomForest) SQL (for data manipulation and retrieval) Data visualization tools (Tableau, Power BI) 5
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Key Predictive Analytics Tools ggplot2, dplyr,
caret Python General-purpose language with strong support for data analysis
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