grseb9s / r-recipes-for-analysis-visualization-and-machine-learning

This is the code repository for R-Recipes-for-Analysis-Visualization-and-Machine-Learning, published by Packt.

R Recipes for Analysis Visualization and Machine Learning

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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