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  • 5 April 2023
Data Analytics, NLP

Words to Wisdom: NLP and Text Mining Techniques

Agenda

Jumpstart Your NLP Journey with KNIME

Processing and analyzing unstructured text is a valuable part of any data scientist’s toolkit. If you’ve never tried NLP techniques before, it can be intimidating. Have you ever wondered how to classify the sentiment of product reviews or extract topics from a large set of documents in an automated way?

If you’ve wanted to try using the text processing features available in the KNIME Analytics Platform but didn’t know where to begin, this session is for you. And since we’ll be using KNIME, you’ll see how easy NLP can be using a no-code approach, and you’ll take with you example workflows to explore further on your own via the KNIME Hub.

Join Scott and Lisa for a jumpstart session, where we’ll cover:

  • A brief introduction to NLP and text processing philosophy
  • Important nodes in the Text Processing extension
  • A sentiment analysis example using movie reviews
  • A topic extraction example using medical abstracts
  • A live data app example using real-time tweets
Scott Fincher
Scott Fincher

Data Science Community Manager at KNIME

As an experienced Data Scientist, Scott Fincher routinely teaches, presents, and leads group workshops covering topics such as the KNIME Analytics Platform, Machine Learning, and the broad Data Science umbrella. Scott holds an MS in Statistics and a BS in Meteorology, both from Texas A&M University.
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Elisabeth Richter
Elisabeth Richter

Data Science Publisher at KNIME

After graduating with her BS in Economics, Elisabeth worked in online marketing, analyzing metrics and creating performance reports. That piqued her interest to understand the concepts behind data processing, and she decided to return to university to pursue her MS in Social and Economic Data Science.
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