Text Summarization with Python Training Course

Introduction to Text Summarization with Python

• Comparing sample text with auto-generated summaries
• Installing sumy (a Python Command-Line Executable for Text Summarization)
• Using sumy as a Command-Line Text Summarization Utility (Hands-On Exercise)

Evaluating three Python summarization libraries: sumy 0.7.0, pysummarization 1.0.4, readless 1.0.17 based on documented features

Choosing a library: sumy, pysummarization or readless

Creating a Python application using sumy library on Python 2.7/3.3+

• Installing the sumy library for Text Summarization
• Using the Edmundson (Extraction) method in sumy Python Library for Text

Summarization

• Creating simple Python test code that uses sumy library to generate a text summary

Creating a Python application using pysummarization library on Python 2.7/3.3+

• Installing pysummarization library for Text Summarization
• Using the pysummarization library for Text Summarization
• Creating simple Python test code that uses pysummarization library to generate a text summary

Creating a Python application using readless library on Python 2.7/3.3+

• Installing readless library for Text Summarization
• Using the readless library for Text Summarization

Creating simple Python test code that uses readless library to generate a text summary

Troubleshooting and debugging

Closing Remarks