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Course Outline
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
Requirements
- An understanding of Python programming (Python 2.7/3.3+)
- An understanding of Python libraries in general
14 Hours
Testimonials (5)
The fact of having more practical exercises using more similar data to what we use in our projects (satellite images in raster format)
Matthieu - CS Group
Course - Scaling Data Analysis with Python and Dask
Very good preparation and expertise of a trainer, perfect communication in English. The course was practical (exercises + sharing examples of use cases)
Monika - Procter & Gamble Polska Sp. z o.o.
Course - Developing APIs with Python and FastAPI
It was a though course as we had to cover a lot in a short time frame. Our trainer knew a lot about the subject and delivered the content to address our requirements. It was lots of content to learn but our trainer was helpful and encouraging. He answered all our questions with good detail and we feel that we learned a lot. Exercises were well prepared and tasks were tailored accordingly to our needs. I enjoyed this course
Bozena Stansfield - New College Durham
Course - Build REST APIs with Python and Flask
Trainer develops training based on participant's pace
Farris Chua
Course - Data Analysis in Python using Pandas and Numpy
As I was the only participant the training could be adapted to my needs.
