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free-course-site.com-udemy-nlp-natural-language-processing-with-python_202102
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2021-8-5 19:50
2024-12-26 21:39
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4.3 GB
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文件列表
1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4
23.19MB
1. Introduction/3. Curriculum Overview.mp4
14.32MB
1. Introduction/4. Installation and Setup Lecture.mp4
88.11MB
2. Python Text Basics/1. Introduction to Python Text Basics.mp4
3.68MB
2. Python Text Basics/2. Working with Text Files with Python - Part One.mp4
65.16MB
2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4
118.48MB
2. Python Text Basics/4. Working with PDFs.mp4
73.85MB
2. Python Text Basics/5. Regular Expressions Part One.mp4
95.15MB
2. Python Text Basics/6. Regular Expressions Part Two.mp4
61.14MB
2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4
20.4MB
2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4
50.01MB
3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.mp4
4.15MB
3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.mp4
108.07MB
3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.mp4
53.13MB
3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.mp4
25.69MB
3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4
57.84MB
3. Natural Language Processing Basics/2. Spacy Setup and Overview.mp4
56.16MB
3. Natural Language Processing Basics/3. What is Natural Language Processing.mp4
19.08MB
3. Natural Language Processing Basics/4. Spacy Basics.mp4
128.29MB
3. Natural Language Processing Basics/5. Tokenization - Part One.mp4
76.2MB
3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4
45.85MB
3. Natural Language Processing Basics/7. Stemming.mp4
51.82MB
3. Natural Language Processing Basics/8. Lemmatization.mp4
45.04MB
3. Natural Language Processing Basics/9. Stop Words.mp4
37.32MB
4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4
3.55MB
4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.mp4
110.02MB
4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.mp4
32.82MB
4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.mp4
67.08MB
4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.mp4
63.23MB
4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4
51.64MB
4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4
93.7MB
4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.mp4
18.84MB
4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.mp4
61.04MB
5. Text Classification/1. Introduction to Text Classification.mp4
5.42MB
5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.mp4
89.35MB
5. Text Classification/11. Text Classification Code Along Project.mp4
66.62MB
5. Text Classification/12. Text Classification Assessment Overview.mp4
9.3MB
5. Text Classification/13. Text Classification Assessment Solutions.mp4
42.98MB
5. Text Classification/2. Machine Learning Overview.mp4
50.72MB
5. Text Classification/3. Classification Metrics.mp4
61.92MB
5. Text Classification/4. Confusion Matrix.mp4
53.86MB
5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4
21.38MB
5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.mp4
88.28MB
5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.mp4
55.93MB
5. Text Classification/8. Text Feature Extraction Overview.mp4
34.91MB
5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4
108.17MB
6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.mp4
2.19MB
6. Semantics and Sentiment Analysis/2. Overview of Semantics and Word Vectors.mp4
40.22MB
6. Semantics and Sentiment Analysis/3. Semantics and Word Vectors with Spacy.mp4
114.7MB
6. Semantics and Sentiment Analysis/4. Sentiment Analysis Overview.mp4
30.39MB
6. Semantics and Sentiment Analysis/5. Sentiment Analysis with NLTK.mp4
91.1MB
6. Semantics and Sentiment Analysis/6. Sentiment Analysis Code Along Movie Review Project.mp4
48.72MB
6. Semantics and Sentiment Analysis/7. Sentiment Analysis Project Assessment.mp4
25.1MB
6. Semantics and Sentiment Analysis/8. Sentiment Analysis Project Assessment - Solutions.mp4
88.9MB
7. Topic Modeling/1. Introduction to Topic Modeling Section.mp4
4.28MB
7. Topic Modeling/2. Overview of Topic Modeling.mp4
12.94MB
7. Topic Modeling/3. Latent Dirichlet Allocation Overview.mp4
60.2MB
7. Topic Modeling/4. Latent Dirichlet Allocation with Python - Part One.mp4
59.89MB
7. Topic Modeling/5. Latent Dirichlet Allocation with Python - Part Two.mp4
128.4MB
7. Topic Modeling/6. Non-negative Matrix Factorization Overview.mp4
41.64MB
7. Topic Modeling/7. Non-negative Matrix Factorization with Python.mp4
83.7MB
7. Topic Modeling/8. Topic Modeling Project - Overview.mp4
30.67MB
7. Topic Modeling/9. Topic Modeling Project - Solutions.mp4
56.92MB
8. Deep Learning for NLP/1. Introduction to Deep Learning for NLP.mp4
5.11MB
8. Deep Learning for NLP/10. Text Generation with LSTMS with Keras - Part Three.mp4
99.52MB
8. Deep Learning for NLP/11. Chat Bots Overview.mp4
42MB
8. Deep Learning for NLP/12. Creating Chat Bots with Python - Part One.mp4
51.22MB
8. Deep Learning for NLP/13. Creating Chat Bots with Python - Part Two.mp4
73.33MB
8. Deep Learning for NLP/14. Creating Chat Bots with Python - Part Three.mp4
117.08MB
8. Deep Learning for NLP/15. Creating Chat Bots with Python - Part Four.mp4
125.51MB
8. Deep Learning for NLP/2. The Basic Perceptron Model.mp4
22.15MB
8. Deep Learning for NLP/3. Introduction to Neural Networks.mp4
29.46MB
8. Deep Learning for NLP/4. Keras Basics - Part One.mp4
90.87MB
8. Deep Learning for NLP/5. Keras Basics - Part Two.mp4
37.05MB
8. Deep Learning for NLP/6. Recurrent Neural Network Overview.mp4
33.42MB
8. Deep Learning for NLP/7. LSTMs, GRU, and Text Generation.mp4
49.25MB
8. Deep Learning for NLP/8. Text Generation with LSTMs with Keras and Python - Part One.mp4
100.91MB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.mp4
91.19MB
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