This course takes you from a beginner level to being able to understand NLP concepts, linguistic theory, and then practice these basic theories using Python – with very simple examples as you code along with me.
Get experience doing a full real–world workflow from Collecting your own Data to NLP Sentiment Analysis using Big Datasets of over 50,000 Tweets.
Data collection: Scrape Twitter using: OSINT – Open Source Intelligence Tools: Gather text data using real–world techniques. In the real world, in many instances you would have to create your own data set; i.e source your data instead of downloading a clean, ready–made file online
Use Python to search relevant tweets for your study and NLP to analyze sentiment.
Language Syntax: Most NLP courses ignore the core domain of Linguistics. This course explains the fundamentals of Language Syntax & Parse trees – the foundation of how a machine can interpret the structure of s sentence.
New to Python: If you are new to Python or any computer programming, the course instructions make it easy for you to code together with me. I explain code line by line.
No Installs, we go straight to coding – Code using Google Colab – to be up–to–date with what’s being used in the Data Science world 2021!
Specification: Natural Language Processing: Machine Learning NLP In Python