Natural Language Processing
Build code that powers tools from virtual assistants to autocorrect.
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Why learn NLP?
From your virtual assistant recommending a restaurant to that terrible autocorrect you sent your parents, natural language processing (NLP) is a rapidly growing presence in our lives. NLP is all about how computers work with human language. Don’t just use NLP tools — make them!
Take-Away Skills:
For now, this course provides an overview of main NLP concepts, and you will build a Python chatbot! But check back later, we will be adding more advanced content soon that will get you to the outcomes that you want!
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What you'll learn
- 1Delve into the exciting world of Natural Language Processing (NLP) with this overview of major topics in the field.
- 2Find meaning and insights in the texts you read every day by performing Natural Language Parsing with Regular Expressions!
- 3Whet your language model appetite with the widely used Bag-of-Words. Develop the underlying functionality in Python, then use scikit-learn.
What you'll create
Portfolio projects that showcase your new skills
Alienbot
Create a Python chatbot from another planet!
Discover Insights into Classic Texts
In this project you will perform a natural language parsing analysis with regular expressions to gain insights into Oscar Wilde's _The Picture of Dorian Gray_ or Homer's _The Iliad!_
Mystery Friend
Use scikit-learn's bag-of-words functions and Naive Bayes classifier to figure out which of your friends sent you an anonymous postcard!
How you'll master it
Stress-test your knowledge with quizzes that help commit syntax to memory
— Madelyn, Pinterest“I know from first-hand experience that you can go in knowing zero, nothing, and just get a grasp on everything as you go and start building right away.”