Udemy - NLP - Natural Language Processing with Python

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name:	Udemy - NLP - Natural Language Processing with Python
说明: Welcome to the best Natural Language Processing course on the internet! This course is designed to be your complete online resource for learning how to use Natural Language Processing with the Python programming language. In the course we will cover everything you need to learn in order to become a world class practitioner of NLP with Python. We'll start off with the basics, learning how to open and work with text and PDF files with Python, as well as learning how to use regular expressions to search for custom patterns inside of text files. Afterwards we will begin with the basics of Natural Language Processing, utilizing the Natural Language Toolkit library for Python, as well as the state of the art Spacy library for ultra fast tokenization, parsing, entity recognition, and lemmatization of text.
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	4.81 GB
哈希信息:	C1F0747BAC2A7CE7643475647DB8A86E90C37BE1
增加:	fclab16
加入的日期:	2019-02-16 12:21:02
洪流地位:	Torrent Verified

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文件列表:

文件	大小
1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4	23.19 MB
1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.vtt	6.22 kB
1. Introduction/1.1 UPDATED_NLP_COURSE.zip.zip	89.48 MB
1. Introduction/2. Quick Check.html	150.00 B
1. Introduction/3. Curriculum Overview.mp4	14.33 MB
1. Introduction/3. Curriculum Overview.vtt	4.27 kB
1. Introduction/4. Installation and Setup Lecture.mp4	88.11 MB
1. Introduction/4. Installation and Setup Lecture.vtt	16.56 kB
1. Introduction/4.1 Link for .yml file (Should work for all Operating Systems).html	127.00 B
1. Introduction/5. FAQ - Frequently Asked Questions.html	5.09 kB
1. Introduction/5.1 UPDATED_NLP_COURSE.zip.zip	89.47 MB
2. Python Text Basics/1. Introduction to Python Text Basics.mp4	3.68 MB
2. Python Text Basics/1. Introduction to Python Text Basics.vtt	795.00 B
2. Python Text Basics/2. Working with Text Files with Python - Part One.mp4	65.17 MB
2. Python Text Basics/2. Working with Text Files with Python - Part One.vtt	14.28 kB
2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4	118.49 MB
2. Python Text Basics/3. Working with Text Files with Python - Part Two.vtt	24.52 kB
2. Python Text Basics/4. Working with PDFs.mp4	73.85 MB
2. Python Text Basics/4. Working with PDFs.vtt	73.88 MB
2. Python Text Basics/5. Regular Expressions Part One.mp4	95.15 MB
2. Python Text Basics/5. Regular Expressions Part One.vtt	95.18 MB
2. Python Text Basics/6. Regular Expressions Part Two.mp4	61.15 MB
2. Python Text Basics/6. Regular Expressions Part Two.vtt	61.15 MB
2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4	20.39 MB
2. Python Text Basics/7. Python Text Basics - Assessment Overview.vtt	3.25 kB
2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4	50.02 MB
2. Python Text Basics/8. Python Text Basics - Assessment Solutions.vtt	8.64 kB
3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.mp4	4.14 MB
3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.vtt	866.00 B
3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.mp4	108.08 MB
3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.vtt	18.29 kB
3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.mp4	53.14 MB
3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.vtt	8.46 kB
3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.mp4	25.69 MB
3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.vtt	4.08 kB
3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4	57.85 MB
3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.vtt	8.50 kB
3. Natural Language Processing Basics/2. Spacy Setup and Overview.mp4	56.17 MB
3. Natural Language Processing Basics/2. Spacy Setup and Overview.vtt	10.13 kB
3. Natural Language Processing Basics/3. What is Natural Language Processing.mp4	19.08 MB
3. Natural Language Processing Basics/3. What is Natural Language Processing.vtt	3.91 kB
3. Natural Language Processing Basics/4. Spacy Basics.mp4	128.30 MB
3. Natural Language Processing Basics/4. Spacy Basics.vtt	23.25 kB
3. Natural Language Processing Basics/5. Tokenization - Part One.mp4	76.21 MB
3. Natural Language Processing Basics/5. Tokenization - Part One.vtt	17.11 kB
3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4	45.86 MB
3. Natural Language Processing Basics/6. Tokenization - Part Two.vtt	7.54 kB
3. Natural Language Processing Basics/7. Stemming.mp4	51.83 MB
3. Natural Language Processing Basics/7. Stemming.vtt	11.00 kB
3. Natural Language Processing Basics/8. Lemmatization.mp4	45.05 MB
3. Natural Language Processing Basics/8. Lemmatization.vtt	8.11 kB
3. Natural Language Processing Basics/9. Stop Words.mp4	37.33 MB
3. Natural Language Processing Basics/9. Stop Words.vtt	5.59 kB
4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4	3.56 MB
4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.vtt	669.00 B
4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.mp4	110.03 MB
4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.vtt	20.37 kB
4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.mp4	32.83 MB
4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.vtt	7.50 kB
4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.mp4	67.09 MB
4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.vtt	10.94 kB
4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.mp4	63.24 MB
4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.vtt	10.17 kB
4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4	51.65 MB
4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.vtt	8.73 kB
4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4	93.71 MB
4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.vtt	18.26 kB
4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.mp4	18.85 MB
4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.vtt	3.25 kB
4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.mp4	61.05 MB
4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.vtt	8.72 kB
5. Text Classification/1. Introduction to Text Classification.mp4	5.41 MB
5. Text Classification/1. Introduction to Text Classification.vtt	1.12 kB
5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.mp4	89.36 MB
5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.vtt	12.73 kB
5. Text Classification/11. Text Classification Code Along Project.mp4	66.63 MB
5. Text Classification/11. Text Classification Code Along Project.vtt	9.21 MB
5. Text Classification/12. Text Classification Assessment Overview.mp4	9.29 MB
5. Text Classification/12. Text Classification Assessment Overview.vtt	31.05 MB
5. Text Classification/13. Text Classification Assessment Solutions.mp4	42.98 MB
5. Text Classification/13. Text Classification Assessment Solutions.vtt	7.63 kB
5. Text Classification/2. Machine Learning Overview.mp4	50.73 MB
5. Text Classification/2. Machine Learning Overview.vtt	50.75 MB
5. Text Classification/3. Classification Metrics.mp4	61.93 MB
5. Text Classification/3. Classification Metrics.vtt	15.42 kB
5. Text Classification/4. Confusion Matrix.mp4	53.87 MB
5. Text Classification/4. Confusion Matrix.vtt	13.28 kB
5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4	21.39 MB
5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.vtt	21.39 MB
5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.mp4	88.29 MB
5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.vtt	19.07 kB
5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.mp4	55.94 MB
5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.vtt	10.45 kB
5. Text Classification/8. Text Feature Extraction Overview.mp4	34.92 MB
5. Text Classification/8. Text Feature Extraction Overview.vtt	7.47 kB
5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4	108.18 MB
5. Text Classification/9. Text Feature Extraction - Code Along Implementations.vtt	17.43 kB
6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.mp4	2.20 MB
6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.vtt	581.00 B
6. Semantics and Sentiment Analysis/2. Overview of Semantics and Word Vectors.mp4	40.22 MB
6. Semantics and Sentiment Analysis/2. Overview of Semantics and Word Vectors.vtt	9.36 kB
6. Semantics and Sentiment Analysis/3. Semantics and Word Vectors with Spacy.mp4	114.71 MB
6. Semantics and Sentiment Analysis/3. Semantics and Word Vectors with Spacy.vtt	20.30 kB
6. Semantics and Sentiment Analysis/4. Sentiment Analysis Overview.mp4	30.40 MB
6. Semantics and Sentiment Analysis/4. Sentiment Analysis Overview.vtt	6.02 kB
6. Semantics and Sentiment Analysis/5. Sentiment Analysis with NLTK.mp4	91.10 MB
6. Semantics and Sentiment Analysis/5. Sentiment Analysis with NLTK.vtt	15.53 kB
6. Semantics and Sentiment Analysis/6. Sentiment Analysis Code Along Movie Review Project.mp4	48.72 MB
6. Semantics and Sentiment Analysis/6. Sentiment Analysis Code Along Movie Review Project.vtt	8.97 kB
6. Semantics and Sentiment Analysis/7. Sentiment Analysis Project Assessment.mp4	25.11 MB
6. Semantics and Sentiment Analysis/7. Sentiment Analysis Project Assessment.vtt	4.00 kB
6. Semantics and Sentiment Analysis/8. Sentiment Analysis Project Assessment - Solutions.mp4	88.91 MB
6. Semantics and Sentiment Analysis/8. Sentiment Analysis Project Assessment - Solutions.vtt	13.20 kB
7. Topic Modeling/1. Introduction to Topic Modeling Section.mp4	4.27 MB
7. Topic Modeling/1. Introduction to Topic Modeling Section.vtt	760.00 B
7. Topic Modeling/2. Overview of Topic Modeling.mp4	12.94 MB
7. Topic Modeling/2. Overview of Topic Modeling.vtt	2.64 kB
7. Topic Modeling/3. Latent Dirichlet Allocation Overview.mp4	60.21 MB
7. Topic Modeling/3. Latent Dirichlet Allocation Overview.vtt	13.36 kB
7. Topic Modeling/4. Latent Dirichlet Allocation with Python - Part One.mp4	59.89 MB
7. Topic Modeling/4. Latent Dirichlet Allocation with Python - Part One.vtt	11.21 kB
7. Topic Modeling/5. Latent Dirichlet Allocation with Python - Part Two.mp4	128.40 MB
7. Topic Modeling/5. Latent Dirichlet Allocation with Python - Part Two.vtt	17.79 kB
7. Topic Modeling/6. Non-negative Matrix Factorization Overview.mp4	41.65 MB
7. Topic Modeling/6. Non-negative Matrix Factorization Overview.vtt	8.27 kB
7. Topic Modeling/7. Non-negative Matrix Factorization with Python.mp4	83.71 MB
7. Topic Modeling/7. Non-negative Matrix Factorization with Python.vtt	13.91 kB
7. Topic Modeling/8. Topic Modeling Project - Overview.mp4	30.68 MB
7. Topic Modeling/8. Topic Modeling Project - Overview.vtt	5.18 kB
7. Topic Modeling/9. Topic Modeling Project - Solutions.mp4	56.93 MB
7. Topic Modeling/9. Topic Modeling Project - Solutions.vtt	7.77 kB
8. Deep Learning for NLP/1. Introduction to Deep Learning for NLP.mp4	9.18 MB
8. Deep Learning for NLP/1. Introduction to Deep Learning for NLP.vtt	1.07 kB
8. Deep Learning for NLP/10. Text Generation with LSTMS with Keras - Part Three.mp4	99.53 MB
8. Deep Learning for NLP/10. Text Generation with LSTMS with Keras - Part Three.vtt	16.79 kB
8. Deep Learning for NLP/11. Chat Bots Overview.mp4	42.01 MB
8. Deep Learning for NLP/11. Chat Bots Overview.vtt	9.77 kB
8. Deep Learning for NLP/11.1 End to End Networks.html	97.00 B
8. Deep Learning for NLP/12. Creating Chat Bots with Python - Part One.mp4	51.23 MB
8. Deep Learning for NLP/12. Creating Chat Bots with Python - Part One.vtt	12.91 kB
8. Deep Learning for NLP/13. Creating Chat Bots with Python - Part Two.mp4	73.34 MB
8. Deep Learning for NLP/13. Creating Chat Bots with Python - Part Two.vtt	14.42 kB
8. Deep Learning for NLP/14. Creating Chat Bots with Python - Part Three.mp4	117.09 MB
8. Deep Learning for NLP/14. Creating Chat Bots with Python - Part Three.vtt	19.92 kB
8. Deep Learning for NLP/15. Creating Chat Bots with Python - Part Four.mp4	125.52 MB
8. Deep Learning for NLP/15. Creating Chat Bots with Python - Part Four.vtt	23.03 kB
8. Deep Learning for NLP/2. The Basic Perceptron Model.mp4	22.15 MB
8. Deep Learning for NLP/2. The Basic Perceptron Model.vtt	6.75 kB
8. Deep Learning for NLP/3. Introduction to Neural Networks.mp4	29.46 MB
8. Deep Learning for NLP/3. Introduction to Neural Networks.vtt	8.56 kB
8. Deep Learning for NLP/4. Keras Basics - Part One.mp4	90.87 MB
8. Deep Learning for NLP/4. Keras Basics - Part One.vtt	17.12 kB
8. Deep Learning for NLP/5. Keras Basics - Part Two.mp4	37.05 MB
8. Deep Learning for NLP/5. Keras Basics - Part Two.vtt	6.82 kB
8. Deep Learning for NLP/6. Recurrent Neural Network Overview.mp4	33.43 MB
8. Deep Learning for NLP/6. Recurrent Neural Network Overview.vtt	10.08 kB
8. Deep Learning for NLP/7. LSTMs, GRU, and Text Generation.mp4	49.25 MB
8. Deep Learning for NLP/7. LSTMs, GRU, and Text Generation.vtt	13.43 kB
8. Deep Learning for NLP/8. Text Generation with LSTMs with Keras and Python - Part One.mp4	100.92 MB
8. Deep Learning for NLP/8. Text Generation with LSTMs with Keras and Python - Part One.vtt	19.69 kB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.mp4	91.20 MB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.vtt	15.54 kB
[FreeCourseLab.com].url	126.00 B

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Udemy - NLP - Natural Language Processing with Python