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| [CourseClub.ME].url |
122б |
| [FCS Forum].url |
133б |
| [FreeCourseSite.com].url |
127б |
| 1.1 UPDATED_NLP_COURSE.zip.zip |
89.47Мб |
| 1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4 |
23.19Мб |
| 1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.vtt |
6.22Кб |
| 1. Introduction to Deep Learning for NLP.mp4 |
5.11Мб |
| 1. Introduction to Deep Learning for NLP.vtt |
1.07Кб |
| 1. Introduction to Natural Language Processing.mp4 |
4.15Мб |
| 1. Introduction to Natural Language Processing.vtt |
866б |
| 1. Introduction to Python Text Basics.mp4 |
3.68Мб |
| 1. Introduction to Python Text Basics.vtt |
795б |
| 1. Introduction to Section on POS and NER.mp4 |
3.55Мб |
| 1. Introduction to Section on POS and NER.vtt |
669б |
| 1. Introduction to Semantics and Sentiment Analysis.mp4 |
2.19Мб |
| 1. Introduction to Semantics and Sentiment Analysis.vtt |
581б |
| 1. Introduction to Text Classification.mp4 |
5.42Мб |
| 1. Introduction to Text Classification.vtt |
1.12Кб |
| 1. Introduction to Topic Modeling Section.mp4 |
4.28Мб |
| 1. Introduction to Topic Modeling Section.vtt |
760б |
| 10. Phrase Matching and Vocabulary - Part One.mp4 |
108.07Мб |
| 10. Phrase Matching and Vocabulary - Part One.vtt |
18.29Кб |
| 10. Text Feature Extraction - Code Along - Part Two.mp4 |
89.35Мб |
| 10. Text Feature Extraction - Code Along - Part Two.vtt |
12.73Кб |
| 10. Text Generation with LSTMS with Keras - Part Three.mp4 |
99.52Мб |
| 10. Text Generation with LSTMS with Keras - Part Three.vtt |
16.79Кб |
| 11.1 End to End Networks.html |
97б |
| 11. Chat Bots Overview.mp4 |
42.00Мб |
| 11. Chat Bots Overview.vtt |
9.77Кб |
| 11. Phrase Matching and Vocabulary - Part Two.mp4 |
53.13Мб |
| 11. Phrase Matching and Vocabulary - Part Two.vtt |
8.46Кб |
| 11. Text Classification Code Along Project.mp4 |
66.62Мб |
| 11. Text Classification Code Along Project.vtt |
12.55Кб |
| 12. Creating Chat Bots with Python - Part One.mp4 |
51.22Мб |
| 12. Creating Chat Bots with Python - Part One.vtt |
12.91Кб |
| 12. NLP Basics Assessment Overview.mp4 |
25.69Мб |
| 12. NLP Basics Assessment Overview.vtt |
4.08Кб |
| 12. Text Classification Assessment Overview.mp4 |
9.30Мб |
| 12. Text Classification Assessment Overview.vtt |
1.60Кб |
| 13. Creating Chat Bots with Python - Part Two.mp4 |
73.33Мб |
| 13. Creating Chat Bots with Python - Part Two.vtt |
14.42Кб |
| 13. NLP Basics Assessment Solution.mp4 |
57.84Мб |
| 13. NLP Basics Assessment Solution.vtt |
8.50Кб |
| 13. Text Classification Assessment Solutions.mp4 |
42.98Мб |
| 13. Text Classification Assessment Solutions.vtt |
7.63Кб |
| 14. Creating Chat Bots with Python - Part Three.mp4 |
117.08Мб |
| 14. Creating Chat Bots with Python - Part Three.vtt |
19.92Кб |
| 15. Creating Chat Bots with Python - Part Four.mp4 |
125.51Мб |
| 15. Creating Chat Bots with Python - Part Four.vtt |
23.03Кб |
| 2. Machine Learning Overview.mp4 |
50.72Мб |
| 2. Machine Learning Overview.vtt |
13.14Кб |
| 2. Overview of Semantics and Word Vectors.mp4 |
40.22Мб |
| 2. Overview of Semantics and Word Vectors.vtt |
9.36Кб |
| 2. Overview of Topic Modeling.mp4 |
12.94Мб |
| 2. Overview of Topic Modeling.vtt |
2.64Кб |
| 2. Part of Speech Tagging.mp4 |
110.02Мб |
| 2. Part of Speech Tagging.vtt |
20.37Кб |
| 2. Quick Check.html |
147б |
| 2. Spacy Setup and Overview.mp4 |
56.16Мб |
| 2. Spacy Setup and Overview.vtt |
10.13Кб |
| 2. The Basic Perceptron Model.mp4 |
22.15Мб |
| 2. The Basic Perceptron Model.vtt |
6.75Кб |
| 2. Working with Text Files with Python - Part One.mp4 |
65.16Мб |
| 2. Working with Text Files with Python - Part One.vtt |
14.28Кб |
| 3. Classification Metrics.mp4 |
61.92Мб |
| 3. Classification Metrics.vtt |
15.42Кб |
| 3. Curriculum Overview.mp4 |
14.32Мб |
| 3. Curriculum Overview.vtt |
4.27Кб |
| 3. Introduction to Neural Networks.mp4 |
29.46Мб |
| 3. Introduction to Neural Networks.vtt |
8.56Кб |
| 3. Latent Dirichlet Allocation Overview.mp4 |
60.20Мб |
| 3. Latent Dirichlet Allocation Overview.vtt |
13.36Кб |
| 3. Semantics and Word Vectors with Spacy.mp4 |
114.70Мб |
| 3. Semantics and Word Vectors with Spacy.vtt |
20.30Кб |
| 3. Visualizing Part of Speech.mp4 |
32.82Мб |
| 3. Visualizing Part of Speech.vtt |
7.50Кб |
| 3. What is Natural Language Processing.mp4 |
19.08Мб |
| 3. What is Natural Language Processing.vtt |
3.91Кб |
| 3. Working with Text Files with Python - Part Two.mp4 |
118.48Мб |
| 3. Working with Text Files with Python - Part Two.vtt |
24.52Кб |
| 4.1 Link for .yml file (Should work for all Operating Systems).html |
127б |
| 4. Confusion Matrix.mp4 |
53.86Мб |
| 4. Confusion Matrix.vtt |
13.28Кб |
| 4. Installation and Setup Lecture.mp4 |
88.11Мб |
| 4. Installation and Setup Lecture.vtt |
16.56Кб |
| 4. Keras Basics - Part One.mp4 |
90.87Мб |
| 4. Keras Basics - Part One.vtt |
17.12Кб |
| 4. Latent Dirichlet Allocation with Python - Part One.mp4 |
59.89Мб |
| 4. Latent Dirichlet Allocation with Python - Part One.vtt |
11.21Кб |
| 4. Named Entity Recognition - Part One.mp4 |
67.08Мб |
| 4. Named Entity Recognition - Part One.vtt |
10.94Кб |
| 4. Sentiment Analysis Overview.mp4 |
30.39Мб |
| 4. Sentiment Analysis Overview.vtt |
6.02Кб |
| 4. Spacy Basics.mp4 |
128.29Мб |
| 4. Spacy Basics.vtt |
23.25Кб |
| 4. Working with PDFs.mp4 |
73.85Мб |
| 4. Working with PDFs.vtt |
14.11Кб |
| 5.1 UPDATED_NLP_COURSE.zip.zip |
89.47Мб |
| 5. FAQ - Frequently Asked Questions.html |
5.09Кб |
| 5. Keras Basics - Part Two.mp4 |
37.05Мб |
| 5. Keras Basics - Part Two.vtt |
6.82Кб |
| 5. Latent Dirichlet Allocation with Python - Part Two.mp4 |
128.40Мб |
| 5. Latent Dirichlet Allocation with Python - Part Two.vtt |
17.79Кб |
| 5. Named Entity Recognition - Part Two.mp4 |
63.23Мб |
| 5. Named Entity Recognition - Part Two.vtt |
10.17Кб |
| 5. Regular Expressions Part One.mp4 |
95.15Мб |
| 5. Regular Expressions Part One.vtt |
18.69Кб |
| 5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4 |
21.38Мб |
| 5. Scikit-Learn Primer - How to Use SciKit-Learn.vtt |
5.98Кб |
| 5. Sentiment Analysis with NLTK.mp4 |
91.10Мб |
| 5. Sentiment Analysis with NLTK.vtt |
15.53Кб |
| 5. Tokenization - Part One.mp4 |
76.20Мб |
| 5. Tokenization - Part One.vtt |
17.11Кб |
| 6. Non-negative Matrix Factorization Overview.mp4 |
41.64Мб |
| 6. Non-negative Matrix Factorization Overview.vtt |
8.27Кб |
| 6. Recurrent Neural Network Overview.mp4 |
33.42Мб |
| 6. Recurrent Neural Network Overview.vtt |
10.08Кб |
| 6. Regular Expressions Part Two.mp4 |
61.14Мб |
| 6. Regular Expressions Part Two.vtt |
11.76Кб |
| 6. Scikit-Learn Primer - Code Along Part One.mp4 |
88.28Мб |
| 6. Scikit-Learn Primer - Code Along Part One.vtt |
19.07Кб |
| 6. Sentiment Analysis Code Along Movie Review Project.mp4 |
48.72Мб |
| 6. Sentiment Analysis Code Along Movie Review Project.vtt |
8.97Кб |
| 6. Tokenization - Part Two.mp4 |
45.85Мб |
| 6. Tokenization - Part Two.vtt |
7.54Кб |
| 6. Visualizing Named Entity Recognition.mp4 |
51.64Мб |
| 6. Visualizing Named Entity Recognition.vtt |
8.73Кб |
| 7. LSTMs, GRU, and Text Generation.mp4 |
49.25Мб |
| 7. LSTMs, GRU, and Text Generation.vtt |
13.43Кб |
| 7. Non-negative Matrix Factorization with Python.mp4 |
83.70Мб |
| 7. Non-negative Matrix Factorization with Python.vtt |
13.91Кб |
| 7. Python Text Basics - Assessment Overview.mp4 |
20.40Мб |
| 7. Python Text Basics - Assessment Overview.vtt |
3.25Кб |
| 7. Scikit-Learn Primer - Code Along Part Two.mp4 |
55.93Мб |
| 7. Scikit-Learn Primer - Code Along Part Two.vtt |
10.45Кб |
| 7. Sentence Segmentation.mp4 |
93.70Мб |
| 7. Sentence Segmentation.vtt |
18.26Кб |
| 7. Sentiment Analysis Project Assessment.mp4 |
25.10Мб |
| 7. Sentiment Analysis Project Assessment.vtt |
4.00Кб |
| 7. Stemming.mp4 |
51.82Мб |
| 7. Stemming.vtt |
11.00Кб |
| 8. Lemmatization.mp4 |
45.04Мб |
| 8. Lemmatization.vtt |
8.11Кб |
| 8. Part Of Speech Assessment.mp4 |
18.84Мб |
| 8. Part Of Speech Assessment.vtt |
3.25Кб |
| 8. Python Text Basics - Assessment Solutions.mp4 |
50.01Мб |
| 8. Python Text Basics - Assessment Solutions.vtt |
8.64Кб |
| 8. Sentiment Analysis Project Assessment - Solutions.mp4 |
88.90Мб |
| 8. Sentiment Analysis Project Assessment - Solutions.vtt |
13.20Кб |
| 8. Text Feature Extraction Overview.mp4 |
34.91Мб |
| 8. Text Feature Extraction Overview.vtt |
7.47Кб |
| 8. Text Generation with LSTMs with Keras and Python - Part One.mp4 |
100.91Мб |
| 8. Text Generation with LSTMs with Keras and Python - Part One.vtt |
19.69Кб |
| 8. Topic Modeling Project - Overview.mp4 |
30.67Мб |
| 8. Topic Modeling Project - Overview.vtt |
5.18Кб |
| 9. Part Of Speech Assessment - Solutions.mp4 |
61.04Мб |
| 9. Part Of Speech Assessment - Solutions.vtt |
8.72Кб |
| 9. Stop Words.mp4 |
37.32Мб |
| 9. Stop Words.vtt |
5.59Кб |
| 9. Text Feature Extraction - Code Along Implementations.mp4 |
108.17Мб |
| 9. Text Feature Extraction - Code Along Implementations.vtt |
17.43Кб |
| 9. Text Generation with LSTMs with Keras and Python - Part Two.mp4 |
91.19Мб |
| 9. Text Generation with LSTMs with Keras and Python - Part Two.vtt |
15.54Кб |
| 9. Topic Modeling Project - Solutions.mp4 |
56.92Мб |
| 9. Topic Modeling Project - Solutions.vtt |
7.77Кб |