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natural language processing text summarization

Type:: Other
Files:: 132
Size:: 2.1 GB
Uploaded On:: June 22, 2021, 4:41 a.m.
Added By:: tuts756
Seeders:: 0
Leechers:: 0
Info Hash:: 284E00211983146B280728434CD4365B058936C3

Description The area of Natural Language Processing – PLN (Natural Language Processing – NLP) is a subarea of Artificial Intelligence that aims to make computers capable of understanding human language, both written and spoken. Some examples of practical applications are: translators between languages, translation from text to speech or speech to text, chatbots, automatic question and answer systems (Q&A), automatic generation of descriptions for images, generation of subtitles in videos, classification of sentiments in sentences, among many others! Another important application is the automatic document summarization, which consists of generating text summaries. Suppose you need to read an article with 50 pages, however, you do not have enough time to read the full text. In that case, you can use a summary algorithm to generate a summary of this article. The size of this summary can be adjusted: you can transform 50 pages into only 20 pages that contain only the most important parts of the text! Based on this, this course presents the theory and mainly the practical implementation of three text summarization algorithms: (i) frequency-based, (ii) distance-based (cosine similarity with Pagerank) and (iii) the famous and classic Luhn algorithm, which was one of the first efforts in this area. During the lectures, we will implement each of these algorithms step by step using modern technologies, such as the Python programming language, the NLTK (Natural Language Toolkit) and spaCy libraries and Google Colab, which will ensure that you will have no problems with installations or configurations of software on your local machine. In addition to implementing the algorithms, you will also learn how to extract news from blogs and the feeds, as well as generate interesting views of the summaries using HTML! After implementing the algorithms from scratch, you have an additional module in which you can use specific libraries to summarize documents, such as: sumy, pysummarization and BERT summarizer. At the end of the course, you will know everything you need to create your own summary algorithms! If you have never heard about text summarization, this course is for you! On the other hand, if you are already experienced, you can use this course to review the concepts. Who this course is for: People interested in natural language processing and text summarization People interested in the spaCy and NLTK libraries Students who are studying subjects related to Artificial Intelligence Data Scientists who want to increase their knowledge in natural language processing Professionals interested in developing text summarization solutions Beginners who are starting to learn natural language processing Requirements Programming logic Basic Python programming Last Updated 5/2021

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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/006 Summarizing texts.mp4 118.3 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/006 Summarizing texts.en.srt 16.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/005 Implementation 3.en.srt 15.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/004 Similarity between sentences 2.en.srt 14.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/004 Implementation 2.en.srt 12.5 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/002 Algorithm - intuition.en.srt 12.2 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/003 Source code and slides.html 1.1 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/001 Plan of attack.en.srt 2.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/006 Implementation 4.en.srt 12.1 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/009 Reading articles from RSS feeds.en.srt 11.9 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/003 Implementation 1.en.srt 11.1 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/004 Preprocessing the texts 2.en.srt 10.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/004 Pysummarization library.en.srt 10.5 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/008 Generating the summary.en.srt 9.3 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/011 Function to summarize the texts.en.srt 8.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/007 Extracting texts from the Internet.en.srt 7.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/003 Sumy library.en.srt 7.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/005 Similarity matrix.en.srt 7.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/010 Word cloud.en.srt 7.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/001 Course content.en.srt 7.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/008 Extracting texts from the Internet.en.srt 7.3 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/013 Summarizing multiple texts.en.srt 7.1 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/012 Summarizing articles from feed.en.srt 7.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/013 Summary in HTML files.en.srt 6.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/003 Similarity between sentences 1.en.srt 6.3 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/007 Implementation 5.en.srt 6.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/011 Extracting named entities.en.srt 5.2 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/external-assets-links.txt 124 bytes
.pad/0 46 bytes
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/009 Reading articles from RSS feeds.mp4 97.0 MB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/009 Visualizing the summary in HTML.en.srt 5.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/002 Preparing the environment.en.srt 5.6 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/010 Extracting texts from the Internet.en.srt 5.5 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/003 Preprocessing the texts 1.en.srt 4.9 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/002 Introduction to natural language processing.en.srt 4.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/005 BERT summarizer library.en.srt 4.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/007 Sentence tokenization.en.srt 4.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/001 Plan of attack.en.srt 4.4 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/005 Word frequency.en.srt 3.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/012 Function to visualize the results.en.srt 3.8 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/002 Preparing the environment.en.srt 3.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/002 Preparing the environment.en.srt 3.1 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/006 Weighted word frequency.en.srt 3.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/006 Additional content_ abstractive summarization.html 2.7 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/001 Plan of attack.en.srt 2.4 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/06 Final remarks/001 Final remarks.en.srt 2.0 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/001 Plan of attack.en.srt 1.4 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/external-assets-links.txt 124 bytes
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/external-assets-links.txt 124 bytes
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/external-assets-links.txt 124 bytes
.pad/1 404.9 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/004 Pysummarization library.mp4 96.6 MB
.pad/2 391.4 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/005 Implementation 3.mp4 95.4 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/004 Similarity between sentences 2.mp4 93.1 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/004 Implementation 2.mp4 83.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/011 Function to summarize the texts.mp4 82.3 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/007 Extracting texts from the Internet.mp4 78.9 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/012 Summarizing articles from feed.mp4 78.6 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/013 Summarizing multiple texts.mp4 77.0 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/004 Preprocessing the texts 2.mp4 76.3 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/006 Implementation 4.mp4 75.1 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/010 Word cloud.mp4 74.6 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/002 Algorithm - intuition.mp4 67.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/008 Generating the summary.mp4 67.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/003 Sumy library.mp4 64.9 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/003 Implementation 1.mp4 60.2 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/013 Summary in HTML files.mp4 57.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/001 Course content.mp4 53.1 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/008 Extracting texts from the Internet.mp4 52.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/005 Similarity matrix.mp4 51.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/012 Function to visualize the results.mp4 41.1 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/003 Similarity between sentences 1.mp4 39.3 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/002 Preparing the environment.mp4 38.1 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/007 Implementation 5.mp4 38.0 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/010 Extracting texts from the Internet.mp4 37.6 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/011 Extracting named entities.mp4 34.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/005 BERT summarizer library.mp4 34.3 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/009 Visualizing the summary in HTML.mp4 32.2 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/003 Preprocessing the texts 1.mp4 26.8 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/007 Sentence tokenization.mp4 24.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/002 Preparing the environment.mp4 21.9 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/005 Word frequency.mp4 20.4 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/002 Preparing the environment.mp4 19.3 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/006 Weighted word frequency.mp4 18.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/002 Introduction to natural language processing.mp4 17.0 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/03 Luhn algorithm/001 Plan of attack.mp4 16.7 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/06 Final remarks/001 Final remarks.mp4 13.9 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/02 Frequency-based algorithm/001 Plan of attack.mp4 8.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/05 Libraries for text summarization/001 Plan of attack.mp4 5.3 MB
.pad/39 245.5 KB
[TutsNode.com] - Natural Language Processing for Text Summarization/04 Cosine similarity/001 Plan of attack.mp4 4.5 MB
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[TutsNode.com] - Natural Language Processing for Text Summarization/01 Introduction/003 Natural Language Processing for Text Summarization.pdf 4.3 MB

Details for: Natural Language Processing for Text Summarization

natural language processing text summarization

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