Text Summarization with Python Training Course

Nobleprog Limited

Course

In City Of London

Price on request

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Description

  • Type

    Course

  • Location

    City of london

In Python Machine Learning, the Text Summarization feature is able to read the input text and produce a text summary. This capability is available from the command-line or as a Python API/Library. One exciting application is the rapid creation of executive summaries; this is particularly useful for organizations that need to review large bodies of text data before generating reports and presentations.
In this instructor-led, live training, participants will learn to use Python to create a simple application that auto-generates a summary of input text.
By the end of this training, participants will be able to:
Use a command-line tool that summarizes text.
Design and create Text Summarization code using Python libraries.
Evaluate three Python summarization libraries: sumy 0.7.0, pysummarization 1.0.4, readless 1.0.17
Audience
Developers
Data Scientists
Format of the course
Part lecture, part discussion, exercises and heavy hands-on practice

Facilities

Location

Start date

City Of London (London)
See map
Token House, 11-12 Tokenhouse Yard, EC2R 7AS

Start date

On request

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Reviews

Course programme

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

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Text Summarization with Python Training Course

Price on request

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