PirateBay Download | ultimate beginners guide natural language processing

ultimate beginners guide natural language processing

Type:: Other
Files:: 150
Size:: 2.1 GB
Uploaded On:: Aug. 16, 2021, 7:23 a.m.
Added By:: tuts756
Seeders:: 5
Leechers:: 1
Info Hash:: 13B666F6EC7FD40EBE2D40BBECC2894C35B37DC1

Description The area of 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! Learning this area can be the key to bringing real solutions to present and future needs! Based on that, this course was designed for those who want to grow or start a new career in Natural Language Processing, using the spaCy and NLTK (Natural Language Toolkit) libraries and the Python programming language! SpaCy was developed with the focus on use in production and real environments, so it is possible to create applications that process a lot of data. It can be used to extract information, understand natural language and even preprocess texts for later use in deep learning models. The course is divided into three parts: In the first one, you will learn the most basic natural language processing concepts, such as: part-of-speech, lemmatization, stemming, named entity recognition, stop words, dependency parsing, word and sentence similarity and tokenization In the second part, you will learn more advanced topics, such as: preprocessing function, word cloud, text summarization, keyword search, bag of words, TF-IDF (Term Frequency – Inverse Document Frequency), and cosine similarity. We will also simulate a chatbot that can answer questions about any subject you want! Finally, in the third and last part of the course, we will create a sentiment classifier using a real Twitter dataset! We will implement the classifier using NLTK, TF-IDF and also the spaCy library This can be considered the first course in natural language processing, and after completing it, you can move on to more advanced materials. If you have never heard about natural language processing, this course is for you! At the end you will have the practical background to develop some simple projects and take more advanced courses. During the lectures, the code will be implemented step by step using Google Colab, which will ensure that you will have no problems with installations or configurations of software on your local machine. Who this course is for: People interested in natural language processing 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 Data Scientists who want to increase their knowledge in natural language processing Requirements Programming logic Basic Python programming Last Updated 8/2021

Get This Torrent

[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/008 Text summarization - implementation.mp4 128.4 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/009 Keyword search.en.srt 15.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/012 TF-IDF - intuition.en.srt 13.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/008 Text summarization - implementation.en.srt 13.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/007 Text summarization - intuition.en.srt 12.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/003 Course materials.html 1.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/007 Dependency parsing 1.en.srt 6.2 KB
.pad/0 19 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/009 Keyword search.mp4 107.4 MB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/003 POS (part-of-speech).en.srt 11.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/016 Simulating a chatbot 2.en.srt 11.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/014 Cosine similarity.en.srt 11.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/006 Preprocessing the texts.en.srt 11.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/012 Sentiment analysis - spaCy 2.en.srt 10.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/008 Dependency parsing 2.en.srt 7.3 KB
.pad/1 23 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/003 POS (part-of-speech).mp4 83.4 MB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/004 Lemmatization and stemming.en.srt 9.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/010 Sentiment analysis - TF-IDF 2.en.srt 9.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/001 Course content.en.srt 9.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/011 Sentiment analysis - spaCy 1.en.srt 9.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/002 Loading the Twitter dataset.en.srt 9.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/003 Train and test data.en.srt 8.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/009 Sentiment analysis - TF-IDF 1.en.srt 8.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/008 Introduction to classification and decision trees.en.srt 8.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/004 Preprocessing the texts.en.srt 7.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/013 TF-IDF - implementation.en.srt 7.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/006 Stop words.en.srt 7.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/011 Bag of words - implementation.en.srt 6.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/005 Named entity recognition.en.srt 6.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/004 Most frequent words.en.srt 5.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/external-assets-links.txt 124 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/external-assets-links.txt 124 bytes
.pad/2 46 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/003 train.csv.zip 81.1 MB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/014 Sentiment analysis - spaCy 4.en.srt 6.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/002 Installing the libraries.en.srt 6.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/011 Word similarity 1.en.srt 5.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/002 Loading texts from the Internet.en.srt 6.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/007 Sentiment analysis with NLTK.en.srt 5.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/013 Sentiment analysis - spaCy 3.en.srt 5.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/009 Dependency parsing 3.en.srt 5.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/006 Detecting languages.en.srt 5.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/002 Introduction to natural language processing.en.srt 5.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/013 Word tokenization.en.srt 4.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/017 Simulating a chatbot 3.en.srt 4.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/015 Simulating a chatbot 1.en.srt 4.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/010 Dependency parsing 4.en.srt 4.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/010 Bag of words - intuition.en.srt 4.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/012 Word similarity 2.en.srt 3.9 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/005 Word cloud.en.srt 3.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/001 Plan of attack.en.srt 2.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/001 Plan of attack.en.srt 3.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/003 Named entity recognition.en.srt 3.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/001 Plan of attack.en.srt 3.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/005 Word cloud.en.srt 2.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/05 Final remarks/001 Final remarks.en.srt 1.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/external-assets-links.txt 124 bytes
.pad/3 262.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/006 Preprocessing the texts.mp4 74.6 MB
.pad/4 401.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/016 Simulating a chatbot 2.mp4 70.4 MB
.pad/5 60.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/014 Cosine similarity.mp4 70.0 MB
.pad/6 38.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/007 Text summarization - intuition.mp4 67.7 MB
.pad/7 311.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/001 Course content.mp4 67.4 MB
.pad/8 94.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/002 Loading the Twitter dataset.mp4 58.6 MB
.pad/9 369.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/004 Lemmatization and stemming.mp4 56.9 MB
.pad/10 122.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/011 Sentiment analysis - spaCy 1.mp4 55.7 MB
.pad/11 287.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/012 TF-IDF - intuition.mp4 55.1 MB
.pad/12 443.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/003 Train and test data.mp4 54.4 MB
.pad/13 106.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/012 Sentiment analysis - spaCy 2.mp4 53.9 MB
.pad/14 88.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/002 Installing the libraries.mp4 53.3 MB
.pad/15 185.6 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/004 Preprocessing the texts.mp4 49.8 MB
.pad/16 174.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/013 TF-IDF - implementation.mp4 48.5 MB
.pad/17 489.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/010 Sentiment analysis - TF-IDF 2.mp4 48.4 MB
.pad/18 73.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/005 Named entity recognition.mp4 47.9 MB
.pad/19 90.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/006 Stop words.mp4 47.0 MB
.pad/20 12.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/014 Sentiment analysis - spaCy 4.mp4 44.1 MB
.pad/21 410.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/009 Sentiment analysis - TF-IDF 1.mp4 42.4 MB
.pad/22 103.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/011 Bag of words - implementation.mp4 42.1 MB
.pad/23 404.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/008 Dependency parsing 2.mp4 41.6 MB
.pad/24 401.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/008 Introduction to classification and decision trees.mp4 40.1 MB
.pad/25 445.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/002 Loading texts from the Internet.mp4 40.1 MB
.pad/26 457.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/007 Sentiment analysis with NLTK.mp4 35.0 MB
.pad/27 35.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/011 Word similarity 1.mp4 31.5 MB
.pad/28 476.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/009 Dependency parsing 3.mp4 30.2 MB
.pad/29 300.1 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/005 Word cloud.mp4 29.6 MB
.pad/30 374.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/007 Dependency parsing 1.mp4 29.5 MB
.pad/31 30.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/004 Most frequent words.mp4 29.2 MB
.pad/32 287.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/003 Named entity recognition.mp4 28.4 MB
.pad/33 151.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/010 Dependency parsing 4.mp4 26.9 MB
.pad/34 136.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/013 Sentiment analysis - spaCy 3.mp4 26.8 MB
.pad/35 158.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/001 Plan of attack.mp4 25.7 MB
.pad/36 351.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/006 Detecting languages.mp4 25.0 MB
.pad/37 12.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/017 Simulating a chatbot 3.mp4 24.6 MB
.pad/38 435.3 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/013 Word tokenization.mp4 22.5 MB
.pad/39 470.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/012 Word similarity 2.mp4 22.4 MB
.pad/40 85.8 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/005 Word cloud.mp4 21.6 MB
.pad/41 378.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/015 Simulating a chatbot 1.mp4 19.1 MB
.pad/42 416.5 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/002 Introduction to natural language processing.mp4 16.9 MB
.pad/43 143.9 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/03 Summarization, search, representation, and similarity/010 Bag of words - intuition.mp4 11.8 MB
.pad/44 157.7 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/04 Sentiment analysis/001 Plan of attack.mp4 10.2 MB
.pad/45 276.4 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/02 Basic NLP - spaCy library/001 Plan of attack.mp4 8.8 MB
.pad/46 235.2 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/05 Final remarks/001 Final remarks.mp4 5.8 MB
.pad/47 199.0 KB
[TutsNode.com] - The Ultimate Beginners Guide to Natural Language Processing/01 Introduction/003 The Ultimate Beginners Guide To Natural Language Processing.pdf 2.8 MB

Details for: The Ultimate Beginners Guide to Natural Language Processing

ultimate beginners guide natural language processing

Similar Posts: