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Deep Dive Data Science - Natural Language Processing

ID : 60653   
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Natural language processing (NLP) is one of the most important technologies in data science, one of the top branches of machine learning and artificial intelligence (AI), and has abundant job prospects. Applications of NLP are everywhere communication is handled mostly by language: web searches, AI-based customer service, emails, advertising, language translation, medical reports, plus many more. In this two-week bootcamp, learners will gain a thorough introduction to cutting-edge research in NLP and artificial intelligence. Through lectures, assignments and a project, learners will learn the necessary skills to design, implement, and understand their own NLP models. 


  • The following topics will be covered: 

  • Text classification  

  • Regular expressions  

  • Preprocessing of text  

  • Language models  

  • Sequence tagging  

  • Named entity recognition  

  • Vector space language models  

  • Word embedding  

  • Sentiment analysis  

  • Topic modeling  

  • Deep learning, artificial intelligence, and text generation  

Class Details

8 Sessions
Weekly - Mon, Tue, Wed, Thu


Cliff Lewis 

More information online at:



Registration Closes On
Monday, November 9, 2020 @ 12:00 AM

Schedule Information

Date(s) Class Days Times Location Instructor(s) Instructional Method
11/9/2020 - 11/19/2020 Weekly - Mon, Tue, Wed, Thu 8:00 AM - 5:00 PM N/A - Online Cliff Lewis  Online