YoVDO

Text Analytics Using R-Studio

Offered By: YouTube

Tags

Data Analysis Courses R Programming Courses Text Mining Courses

Course Description

Overview

This course is going to introduce you to the idea of text analytics using RStudio in Hindi.

RStudio is an integrated development environment for R, a programming language for statistical computing and graphics.


Syllabus

Text Analytics-1 Concept of Text Analysis and available Softwares.
Text Analytics-2 Study Material.
Text Analytics-3 Different Packages for Text Analysis.
Text Analytics-4.1 Introduction to Text Analytics.
Text Analytics-4.2 Text Analytics Process for a Single file, Multiple files and Social Media text.
Text Analytics-5 Common Text Functions.
Text Analytics-6 Importing text from a Single file or Multiple files.
Text Analytics-6.1 Importing Text file in R Studio.
Text Analytics-6.2 Importing PDF file in R Studio.
Text Analytics-6 Twitter Apps Account Creation.
Text Analytics-6 Importing Tweets in R Studio.
Text Analytics-7 Character Translation Lowercase Uppercase.
Text Analytics-8 Paste function with collapse.
Text Analytics-9 Removing Stopwords.
Text Analytics-10 Removing patterns (Punctuation, Single Alphabets).
Text Analytics-11.1 Convert Numbers into Text using QDAP Package.
Text Analytics-11.2 Solving QDAP Problem of Java mismatch.
Text Analytics-12 Remove Extra White-space.
Text Analytics-13 Stemming of documents.
Text Analytics-14 Corpus Creation.
Text Analytics-15.1 Importing Multiple Files.
Text Analytics-15.2 Importing Multiple PDF Files.
Text Analytics-16 Text Cleaning using tm_map.
Text Analytics-17 Frequency Analysis.
Text Analytics-18.1 Matrix formation TDM and DTM.
Text Analytics-18.2 Understanding TDM.
Text Analytics-19 Frequency and Association on TDM.
Text Analytics-20 Wordcloud on a Single Text File.
Text Analytics 21 Wordcloud2 on a Single text File.
Text Analytics-22 Comparison Cloud and Commonality Cloud.


Taught by

Neeraj Kaushik

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