Udemy - Natural Language Processing in R for Beginners

[ FreeCourseWeb.com ] Natural Language Processing in R for Beginners



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 70 lectures (3h 21m) | Size: 1.79 GB

Learn NLP in R with our easy to understand videos and free textbook!

What you'll learn:

Access Text Data from APIs with jsonlite

Scrape the Web Using rvest

Import Data from Twitter and Wikipedia

Find Patterns using Regex

Manipulate and Clean Data Using tidytext and tm

Measure Emotion with Sentiment Analysis

Surface Meaning with Topic Modeling

Provide Context with Parts of Speech Tagging and Named Entity Recognition

Quantify Relationships with Word Embeddings



Requirements

Basic Understanding of R

Desire to Learn Natural Language Processing

Bonus: Knowledge of the tidyverse



Description

Working with text data does not need to be difficult!



Follow along as we explain complex topics for a beginner audience. By the end of this course, you will be able to read in data from websites like twitter and wikipedia, clean it, and perform analysis.



Use Winrar to Extract. And use a shorter path when extracting, such as C: drive



ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)



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