This is the code repository for R-Recipes-for-Analysis-Visualization-and-Machine-Learning, published by Packt. It contains all the necessary code files.
##What You Will Learn:
- Get data into your R environment and prepare it for analysis
- Perform exploratory data analyses and generate meaningful visualizations of the data
- Generate various plots in R using the basic R plotting techniques
- Create presentations and learn the basics of creating apps in R for your audience
- Create and inspect the transaction dataset, performing association analysis with the Apriori algorithm
- Visualize associations in various graph formats and find frequent itemset using the ECLAT algorithm
- Build, tune, and evaluate predictive models with different machine learning packages
- Incorporate R and Hadoop to solve machine learning problems on big data
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