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[FreeCourseLab.com] Udemy - NLP - Natural Language Processing with Python
大小 4.81 GB
文件数 163
Info Hash: C1F0747BAC2A7CE7643475647DB8A86E90C37BE1
收录时间 2025-12-13 04:40:47
更新时间 2025-12-20 07:03:44
文件列表 (163)
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 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 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 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 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
8.5 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
128.3 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 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 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
7.5 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
2.2 MB
6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.vtt
581 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
20.3 KB
6. Semantics and Sentiment Analysis/4. Sentiment Analysis Overview.mp4
30.4 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
91.1 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 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
13.2 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 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
128.4 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 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
91.2 MB
8. Deep Learning for NLP/9. Text Generation with LSTMs with Keras and Python - Part Two.vtt
15.54 KB
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126 B
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