Rutgers Classifieds>Rutgers Online Courses>Natural Language Processing: Foundations

Natural Language Processing: Foundations

About this Course

Every day, our computers and phones correct our spelling, curate our social media, or translate news articles for us. But have you ever wondered how these applications work on a basic level? It turns out that these are often really difficult tasks. The branch of computer science working on solutions is called Natural Language Processing – or NLP for short. At the end of this four-week course, you will be equipped with a solid understanding of how to work with text – that is, with written language. You’ll have the foundation to go forth and explore both traditional, time-tested approaches as well as the exciting, modern advanced approaches using deep learning. Putting all of this together, you’ll extend your reach in NLP through two assignments: to create your own text classification application and a generative, text suggestion system, like autocomplete, two very practical NLP applications that all of us use everyday. The instructor team has over 30 years of experience with natural language processing. Min has led research on NLP at NUS for over 20 years and has a well-known track record of publishing research work in NLP, digital libraries and information retrieval. He has also been part of the executive board of the ACL, the premier organization supporting NLP research worldwide. Chris has published multiple papers in the area of social media and text analysis. At NUS, he now teaches natural language processing, text and data mining, and database systems to graduate and undergraduate students. Both Chris and Min have won awards for teaching at NUS and have received strong student feedback in their teaching of the NLP course at NUS.

Created by: The National University of Singapore

Level: Introductory


Related Online Courses

Want to learn how to create a digital product that is truly ready for the world? One that can be released in many markets and for different languages without any alterations to its code? This is... more
Embedded systems are everywhere – and Arm-based technologies are the industry standard. Getting started could not be easier. This course includes free access to an Mbed simulator so you can apply y... more
The service mesh is an increasingly critical component of the cloud native ecosystem, with the Kubernetes ecosystem especially using service mesh projects to add reliability, security, and... more
The building façade forms the interface between outside conditions and the habitable indoor climate, where we spend most of our time. So its design and construction seriously affect the ... more
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve acquired in thi... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL