Data Science:Data Mining & Natural Language Processing in R

Data Science:Data Mining & Natural Language Processing in R

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Data Science:Data Mining & Natural Language Processing in R

Data Science:Data Mining & Natural Language Processing in R, Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples

Created by Minerva Singh

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What you'll learn
  • Perform the most important pre-processing tasks needed prior to machine learning in R
  • Carry out data visualization in R
  • Use machine learning for unsupervised classification in R
  • Carry out supervised learning by building classification and regression models in R
  • Evaluate the accuracy of supervised machine learning algorithms and compare their performance in R
  • Carry out sentiment analysis using text data in R

Requirements
  • Keen interest in learning about data science and data mining
  • Keen interest in mining and deriving insights from text data
  • Should have prior experience of using R and RStudio
  • Should be able to install and read in packages in R
  • Prior exposure to the principles of statistical data analysis , data visualization and summarizing in R will be beneficial but not necessary

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