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Learn to Text Data Mine using Python

Learn to Text Data Mine using Python Online

Learn to Text Data Mine Using Jupyter Notebooks on Google Colab. No programming experience required. 100% hands-on!

 

TDM Functionality We Will Cover:

 

  • Rules-Based Calculations:
    • Parts of speech
    • Named entity recognition
    • Sentiment
    • Lemmatization
  • Machine Learning:
    • Topic Modeling
  • Visualizations:
    • Word clouds
    • Frequency charts

 

 

This 2-hour webinar is divided into 4 sections:

  • 30 Minutes:
    • In the first section, we will briefly introduce a workflow template for text data mining.
    • In the second section, we will introduce Google Colab, Jupyter Notebooks, and write our Hello, World script.
  • 45 Minutes:
    • In the third section, we will learn the fundamentals of Python scripting.
  • 15 Minutes:
    • Break/Questions
  • 30 Minutes:
    • In the fourth section, we will begin to leverage what we learned to focus on libraries that provide text data mining utilities. This section also includes a quick summation, mapping what we learned back to the text data mining workflow introduced in the first video.
Date:
Friday, October 8, 2021
Time:
10:00am - 12:00pm
Time Zone:
Central Time - US & Canada (change)
Categories:
  Digital Scholarship Workshops  
Online:
This is an online event. Event URL will be sent via registration email.

Registration is required. There are 48 seats available.

Event Organizer

Profile photo of Joshua Been
Joshua Been