Natural language processing in tech for good applications |
![]() |
How can computers interpret something so human and nuanced like language? How can algorithms identify and mitigate racial bias in text & data? How can they be used to identify patterns, classify documents and simplify text analysis tasks?
This workshop introduces Natural Language Processing in Python and sheds light on how computers interpret language. Expand your understanding: https://developer.ibm.com/callforcode/racial-justice/projects/ https://developer.ibm.com/tutorials/take-two/ https://www.crowdcast.io/e/natural-language/register ๐ What you will learn Attendees will be introduced to: - NLTK and Gensim will help them tokenize, process, and represent textual data to derive useful insights. - Machine Learning applications like text classification, sentiment analysis, and topic modeling. ๐ฉโ๐ป Who should attend: Developers, Coders, Programmers of all skill levels People interested in building solutions using Natural Language Programming ๐ Prerequisites: Curious minds! Bring your laptop, the rest happens in the cloud. ๐๏ธ Speakers Grishma Jena, Data Scientist at IBM, https://twitter.com/DebateLover ๐ค About the series This workshop is part 1 of the Mine the Language series: leveraging Machine Learning in Racial Justice applications hosted by Call for Code for Racial Justice. Through this workshop series, attendees will understand the machine learning tools available to tackle issues of data gathering, classification and interpretation that are central to documenting racial injustice, recognizing bias, and empowering individuals. ____________________________________________ Learn in-demand skills. Build with real code. Connect to a global development community: http://ibm.biz/IBMdeveloperYT Subscribe to see more developer content โ https://www.youtube.com/user/developerworks?sub_confirmation=1 Follow IBM Developer on social: Twitter: https://twitter.com/IBMDeveloper Facebook: https://www.facebook.com/IBMDeveloper/ LinkedIn: https://www.linkedin.com/showcase/ibmdeveloper More from IBM Developer: Community: https://developer.ibm.com/community/ Blog: https://developer.ibm.com/blogs/ Call for Code: https://developer.ibm.com/callforcode/ #IBMDeveloper #Developer #Coding |