Text Mining Introduction
  • Introduction,Importance and Bag Of Words Representation
  • Terminology And Preprocessing Of Data
  • DTM And TDM Format
  • Corpus Level Word Cloud
  • Case Study On Real Project Part- 1
  • Case Study On Real Project Part- 2
Text Analytics Using R
  • Twitter Data Extraction Using R
  • Amazon Data Extraction Using R
  • Recap Text Mining Attached With Assignment
  • Quiz-1
  • Bonus Section....Whats Next..?
Optional Topic of Data Analytics
  • Hierarchical Clustering Introduction
  • K Means Clustering Introduction
  • Whats Next.....?
Natural Language Processing
  • NLP-Introduction
  • Text Analytics - LDA and Lexicons
  • Text Analytics - Data Cleansing_Rprogram
  • Text Analytics - Wordcloud
  • Text Analytics - advance wordclouds & Emotion mining
  • NLP_R program-Data cleansing
  • NLP_R program-LDA
  • NLP_R program-LDA and Sentiment Vector
  • NLP-Polarity Plots
  • NLP-Emotion mining
  • NLP-Named-Entity Recognition
Text Mining Using Python
  • Introduction - Python 3.5
  • Python - libraries for text mining
  • Data extraction - Amazon Reviews Extraction
  • Data Cleansing & Wordcloud
  • Positive and Negative Wordclouds