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free-course-site.com-udemy-nlp-natural-language-processing-with-python_202102
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69ad22162239808b23625ffcf89dc33efd7b8332
infohash:
78
文件数量
4.3 GB
文件大小
2021-8-5 19:50
创建日期
2024-6-22 04:01
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free-course-site
com-udemy-nlp-natural-language-processing-with-python_202102
1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4 23.19 MB
1. Introduction/3. Curriculum Overview.mp4 14.32 MB
1. Introduction/4. Installation and Setup Lecture.mp4 88.11 MB
2. Python Text Basics/1. Introduction to Python Text Basics.mp4 3.68 MB
2. Python Text Basics/2. Working with Text Files with Python - Part One.mp4 65.16 MB
2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4 118.48 MB
2. Python Text Basics/4. Working with PDFs.mp4 73.85 MB
2. Python Text Basics/5. Regular Expressions Part One.mp4 95.15 MB
2. Python Text Basics/6. Regular Expressions Part Two.mp4 61.14 MB
2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4 20.4 MB
2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4 50.01 MB
3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.mp4 4.15 MB
3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.mp4 108.07 MB
3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.mp4 53.13 MB
3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.mp4 25.69 MB
3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4 57.84 MB
3. Natural Language Processing Basics/2. Spacy Setup and Overview.mp4 56.16 MB
3. Natural Language Processing Basics/3. What is Natural Language Processing.mp4 19.08 MB
3. Natural Language Processing Basics/4. Spacy Basics.mp4 128.29 MB
3. Natural Language Processing Basics/5. Tokenization - Part One.mp4 76.2 MB
3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4 45.85 MB
3. Natural Language Processing Basics/7. Stemming.mp4 51.82 MB
3. Natural Language Processing Basics/8. Lemmatization.mp4 45.04 MB
3. Natural Language Processing Basics/9. Stop Words.mp4 37.32 MB
4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4 3.55 MB
4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.mp4 110.02 MB
4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.mp4 32.82 MB
4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.mp4 67.08 MB
4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.mp4 63.23 MB
4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4 51.64 MB
4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4 93.7 MB
4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.mp4 18.84 MB
4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.mp4 61.04 MB
5. Text Classification/1. Introduction to Text Classification.mp4 5.42 MB
5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.mp4 89.35 MB
5. Text Classification/11. Text Classification Code Along Project.mp4 66.62 MB
5. Text Classification/12. Text Classification Assessment Overview.mp4 9.3 MB
5. Text Classification/13. Text Classification Assessment Solutions.mp4 42.98 MB
5. Text Classification/2. Machine Learning Overview.mp4 50.72 MB
5. Text Classification/3. Classification Metrics.mp4 61.92 MB
5. Text Classification/4. Confusion Matrix.mp4 53.86 MB
5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4 21.38 MB
5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.mp4 88.28 MB
5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.mp4 55.93 MB
5. Text Classification/8. Text Feature Extraction Overview.mp4 34.91 MB
5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4 108.17 MB
6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.mp4 2.19 MB
6. Semantics and Sentiment Analysis/2. Overview of Semantics and Word Vectors.mp4 40.22 MB
6. Semantics and Sentiment Analysis/3. Semantics and Word Vectors with Spacy.mp4 114.7 MB
6. Semantics and Sentiment Analysis/4. Sentiment Analysis Overview.mp4 30.39 MB
6. Semantics and Sentiment Analysis/5. Sentiment Analysis with NLTK.mp4 91.1 MB
6. Semantics and Sentiment Analysis/6. Sentiment Analysis Code Along Movie Review Project.mp4 48.72 MB
6. Semantics and Sentiment Analysis/7. Sentiment Analysis Project Assessment.mp4 25.1 MB
6. Semantics and Sentiment Analysis/8. Sentiment Analysis Project Assessment - Solutions.mp4 88.9 MB
7. Topic Modeling/1. Introduction to Topic Modeling Section.mp4 4.28 MB
7. Topic Modeling/2. Overview of Topic Modeling.mp4 12.94 MB
7. Topic Modeling/3. Latent Dirichlet Allocation Overview.mp4 60.2 MB
7. Topic Modeling/4. Latent Dirichlet Allocation with Python - Part One.mp4 59.89 MB
7. Topic Modeling/5. Latent Dirichlet Allocation with Python - Part Two.mp4 128.4 MB
7. Topic Modeling/6. Non-negative Matrix Factorization Overview.mp4 41.64 MB
7. Topic Modeling/7. Non-negative Matrix Factorization with Python.mp4 83.7 MB
7. Topic Modeling/8. Topic Modeling Project - Overview.mp4 30.67 MB
7. Topic Modeling/9. Topic Modeling Project - Solutions.mp4 56.92 MB
8. Deep Learning for NLP/1. Introduction to Deep Learning for NLP.mp4 5.11 MB
8. Deep Learning for NLP/10. Text Generation with LSTMS with Keras - Part Three.mp4 99.52 MB
8. Deep Learning for NLP/11. Chat Bots Overview.mp4 42 MB
8. Deep Learning for NLP/12. Creating Chat Bots with Python - Part One.mp4 51.22 MB
8. Deep Learning for NLP/13. Creating Chat Bots with Python - Part Two.mp4 73.33 MB
8. Deep Learning for NLP/14. Creating Chat Bots with Python - Part Three.mp4 117.08 MB
8. Deep Learning for NLP/15. Creating Chat Bots with Python - Part Four.mp4 125.51 MB
8. Deep Learning for NLP/2. The Basic Perceptron Model.mp4 22.15 MB
8. Deep Learning for NLP/3. Introduction to Neural Networks.mp4 29.46 MB
8. Deep Learning for NLP/4. Keras Basics - Part One.mp4 90.87 MB
8. Deep Learning for NLP/5. Keras Basics - Part Two.mp4 37.05 MB
8. Deep Learning for NLP/6. Recurrent Neural Network Overview.mp4 33.42 MB
8. Deep Learning for NLP/7. LSTMs, GRU, and Text Generation.mp4 49.25 MB
8. Deep Learning for NLP/8. Text Generation with LSTMs with Keras and Python - Part One.mp4 100.91 MB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.mp4 91.19 MB
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