Text Summarization with Python Training Course

Introduction to Text Summarization with Python

• Comparing sample text with auto-generated summaries for government use.
• Installing sumy, a Python command-line executable for text summarization for government applications.
• Using sumy as a command-line text summarization utility (hands-on exercise) for government operations.

Evaluating three Python summarization libraries—sumy 0.7.0, pysummarization 1.0.4, readless 1.0.17—based on documented features for government use.

Choosing a library: sumy, pysummarization, or readless for government applications.

Creating a Python application using the sumy library on Python 2.7/3.3+ for government purposes.

• Installing the sumy library for text summarization for government use.
• Using the Edmundson (Extraction) method in the sumy Python library for text summarization for government applications.

Summarization

• Creating simple Python test code that uses the sumy library to generate a text summary for government operations.

Creating a Python application using the pysummarization library on Python 2.7/3.3+ for government purposes.

• Installing the pysummarization library for text summarization for government use.
• Using the pysummarization library for text summarization for government applications.
• Creating simple Python test code that uses the pysummarization library to generate a text summary for government operations.

Creating a Python application using the readless library on Python 2.7/3.3+ for government purposes.

• Installing the readless library for text summarization for government use.
• Using the readless library for text summarization for government applications.

Creating simple Python test code that uses the readless library to generate a text summary for government operations.

Troubleshooting and debugging for government applications.

Closing Remarks