Description
Natural Language Processing for Text Summarization is a natural language processing course for summarizing texts and articles published by Udemy Academy. In this course, you will learn the basic theories of natural language processing and artificial intelligence, then develop three different algorithms for summarizing and extracting article summaries. Natural language processing is a subset of artificial intelligence and the goal of developers is to develop systems that allow computers to read, understand and analyze human language. Natural language processing helps computers analyze human language in various formats, such as written and audio formats, and provide appropriate responses.
Among the most important applications of natural language processing are the translation of different languages into each other, the conversion of text to machine audio file and vice versa, the creation of automatic chat bots and voice assistants, systems automatic questions and answers, creating descriptions and summaries of images and various videos, automatically creating subtitles for videos and video files, analyzing the tone of an audio or text file and recognizing the feelings of the user, summarizing scientific articles, etc.
What you’ll learn in natural language processing for text summarization
- Understand the theory and calculations of text and article synthesis algorithms
- Create various synthesis algorithms using the Python programming language
- Working with the sumy, pysummarization, and BERT summarization libraries
- Summarizing articles on web pages and magazines
- Work with NLTK and spaCy libraries to implement natural language processing systems
- Lan algorithm or Lan formula
Course Specifications
Editor: Udemy
Instructors: Jones Granatyr and IA Expert Academy
French language
Beginner level
Number of lessons: 43
Duration: 4 hours and 55 minutes
Course themes for 2022/2
Natural language processing for text summarization
programming logic
Basic Python Programming
Pictures
Introductory video on natural language processing for text summarization
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download links
File password(s): free download software
size
1.99 GB