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Overview
Hands-on text mining and natural language processing (NLP) training for data science applications in R What you'll learn: Students will be able to read in data from different sources- including databases Basic webscraping- extracting text and tabular data from HTML pages Social media mining from Facebook and Twitter Extract information relating to tweets and posts Analyze text data for emotions Carry out Sentiment analysis Implement natural language processing (NLP) on different types of text data Do You Want to Gain...
Syllabus
- INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools
- Reading in Data from Different Sources
- Webscraping: Extract Data from Webpages
- Introduction to APIs
- Text Data Mining from Social Media
- Exploring Text Data For Preliminary Ideas
- Natural Language Processing: Sentiment Analysis
- Text Data and Machine Learning
- Network Analysis
- Miscellaneous Lectures
Instructor
Minerva Singh
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