You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
ML-For-Beginners/NLP/README.md

20 lines
1.4 KiB

4 years ago
# Getting Started with Natural Language Processing
4 years ago
4 years ago
In this section of the curriculum, you will be introduced to one of the most widespread uses of machine learning: Natural Language Processing (NLP). Derived from Computational Linguistics, this category of Artificial Intelligence is the bridge between humans and machines via voice or textual communication. In these lessons we'll learn the basics of NLP by building small conversational bots to learn how Machine Learning aids in making these conversations more and more 'smart'. You'll travel back in time, chatting with Elizabeth Bennett and Mr. Darcy from Jane Austen's classic novel, **Pride and Prejudice**, published in 1813. Then, you'll further your knowledge by learning about sentiment analysis via hotel reviews in Europe.
4 years ago
4 years ago
![Pride and Prejudice book and tea](images/p&p.jpg)
> Photo by <a href="https://unsplash.com/@elaineh?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Elaine Howlin</a> on <a href="https://unsplash.com/s/photos/pride-and-prejudice?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
## Lessons
4 years ago
4 years ago
1. [Introduction to Natural Language Processing](1-Introduction-to-NLP/README.md)
4 years ago
2. [Common NLP Tasks](2-Tasks/README.md)
4 years ago
3. [Translation with NLP](3-Translation/README.md)
4 years ago
4. TBD
4 years ago
5. TBD
4 years ago
4 years ago
## Credits
4 years ago
4 years ago
These Natural Language Processing lessons were written with ☕ by [Stephen Howell]([Twitter](https://twitter.com/Howell_MSFT))