Text Analysis and Natural Language Processing With Python

Use Python and Google CoLab For Social Media Mining and Text Analysis and Natural Language Processing (NLP)

Created by: Minerva Singh
Bestselling Instructor & Data Scientist(Cambridge Uni)

What Will I Learn?

• Students will be able to read in data from different sources- including websites and social media
• Social media mining from 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
• Introduction to some of the most common Python text analysis packages

Requirements

• Should have prior experience of Python data science
• Prior experience of statistical and machine learning techniques will be beneficial
• Should have an interest in extracting unstructured text data from social media and websites
• Should have an interest in extracting insights from text analysis
• Should have an interest in applying machine learning models on text data

Target audience

• People who wish to learn practical text mining and natural language processing
• People who wish to derive insights from textual and social media data
• People wanting to understand the impact of human sentiments on financial markets