Offered By: IBMSkillsNetwork
How do people feel about a product? Use AI to get the answer
Natural language processing (NLP) is an exciting machine learning application; IBM's Watson NLP library can greatly ease the development and deployment of NLP as part of your application. Amazon's 5-star rating system lacks feedback for both users and buyers. What about using NLP for helpful information? In this project, we will develop an application to classify Amazon users' emotions using Watson NLP. After conducting this project, developers will know how to build a web scraping, emotion classification embedded application.
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Guided Project
Artificial Intelligence
426 EnrolledAt a Glance
Natural language processing (NLP) is an exciting machine learning application; IBM's Watson NLP library can greatly ease the development and deployment of NLP as part of your application. Amazon's 5-star rating system lacks feedback for both users and buyers. What about using NLP for helpful information? In this project, we will develop an application to classify Amazon users' emotions using Watson NLP. After conducting this project, developers will know how to build a web scraping, emotion classification embedded application.
Introduction

Natural language processing (NLP) plays a crucial role in today's AI landscape. One such library designed for NLP tasks is Watson NLP, which offers a wide range of functions including document understanding, translation, and trust assessment. This library simplifies the development and deployment process of NLP models. You can use the Watson NLP library to enhance your application with sophisticated NL functionality to deliver better value to the users of your application. Â
A Look at the Project Ahead
- Web scrapping using BeautifulSoup
- Emotion classification using Watson_nlp
- Build a simple but real functional application
What You'll Need
Remember that the IBM Skills Network Labs environment comes with many things pre-installed (e.g. Docker) to save them the hassle of setting everything up. Also note that this platform works best with current versions of Chrome, Edge, Firefox, Internet Explorer or Safari.
Estimated Effort
1 Hour
Level
Intermediate
Industries
Information Technology, Retail, Marketing
Skills You Will Learn
Artificial Intelligence, Natural Language Processing, Embeddable AI, Web Development, AI Application
Language
English
Instructors
Joseph Santarcangelo
Senior Data Scientist at IBM
Joseph has a Ph.D. in Electrical Engineering, his research focused on using machine learning, signal processing, and computer vision to determine how videos impact human cognition. Joseph has been working for IBM since he completed his PhD.
Read moreBradley Steinfeld
Lover of technology and learning
I work for IBM. I like all tech, especially AI!
Read moreJ.C.(Junxing) Chen
Data scientist at IBM
Data science is easy and helpful! I want to let everyone know data science and help everyone using it for everyday life! Not only being a Data science guide person but also making friends, I want to make friends with peoples like you! As a data scienist, I hope my spread data science could help my friend!
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