Natural Language Processing (NLP) Fundamentals in Python

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Files

1. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/005 Scraping a Web Page using Requests and BeautifulSoup - Yahoo Finance Example.mp4162.8 MB
2. TutsNode.com.txt63 bytes
3. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/001 Binary Vectorizer.en.srt24.9 KB
4. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/004 Log Ratio Intuition and Word Influence.en.srt24.5 KB
5. [TutsNode.com] - Natural Language Processing (NLP) in Python/01 Course Introduction/002 Course Materials and Speed Up.html1.3 KB
6. [TutsNode.com] - Natural Language Processing (NLP) in Python/01 Course Introduction/external-assets-links.txt229 bytes
7. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/018 Stop Words.en.srt24.5 KB
8. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/005 Scraping a Web Page using Requests and BeautifulSoup - Yahoo Finance Example.en.srt22.4 KB
9. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/004 CBOW - Accuracy of Random Model and Training Process.en.srt21.0 KB
10. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/007 Counting Frequency of Digits in Sentence.en.srt20.4 KB
11. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/013 Word2Vec.en.srt20.0 KB
12. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/003 Read Data from a TXT File.en.srt8.3 KB
13. .pad/026 bytes
14. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/003 [Slides] - Part-of-Speech Tag and N-Grams.mp4156.9 MB
15. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/005 CBOW - Training the Neural Network.en.srt19.8 KB
16. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/003 [Slides] - Part-of-Speech Tag and N-Grams.en.srt19.4 KB
17. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/004 Scraping a Web Page using Requests and BeautifulSoup - Wikipedia Example.en.srt18.7 KB
18. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/005 Stemming and Vectorizing the Reviews.en.srt18.7 KB
19. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/012 Retrieving Word Embeddings and Word Similarities.en.srt18.6 KB
20. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/009 Porter, Snowball and Lancaster Stemmers.en.srt17.9 KB
21. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/015 Word2Vec - Word Clustering.en.srt17.7 KB
22. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/008 Word Vectors - Exercises.en.srt968 bytes
23. .pad/173 bytes
24. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/004 Scraping a Web Page using Requests and BeautifulSoup - Wikipedia Example.mp4153.7 MB
25. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/001 [Slides] - Setting up the Environment.en.srt17.6 KB
26. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/009 Python Control Flow.en.srt17.1 KB
27. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/015 Training a POS Tagger from Scratch - Bigram Tagger.en.srt17.1 KB
28. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/017 Lemmatization and POS Tagging.en.srt16.9 KB
29. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/external-assets-links.txt376 bytes
30. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/012 Part-of-Speech (POS) Tagging.en.srt16.5 KB
31. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/014 Training a POS Tagger from Scratch - Unigram Tagger.en.srt16.5 KB
32. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/002 Manipulating Text Objects.en.srt16.3 KB
33. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/008 Building Features and Target for Wikipedia Data.en.srt16.2 KB
34. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/013 Predicting New Sentences Sentiment.en.srt15.1 KB
35. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/006 Similarity between Words - Cosine.en.srt15.1 KB
36. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/006 Tokenizer Application and Cleaning Tokens.en.srt14.4 KB
37. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/003 TF-IDF.en.srt14.4 KB
38. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/003 CBOW - Building Features and Target Variable.en.srt14.0 KB
39. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/001 Read Data from a CSV File - Using Pandas.en.srt13.9 KB
40. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/004 Natural Language Toolkit Introduction and Sentence Tokenizer.en.srt13.9 KB
41. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/008 Gradient Descent Intuition by Adjusting Weights.en.srt13.6 KB
42. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/002 Installing the Anaconda Distribution.en.srt13.5 KB
43. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/004 Filling Co-Occurence Matrix.en.srt13.4 KB
44. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/002 [Slides] - Objects and Control Flow.en.srt13.4 KB
45. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/013 Training a POS Tagger from Scratch - Accessing Tagged Data from Brown Corpus.en.srt13.0 KB
46. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/001 Continuous Bag of Words Model (CBOW) Introduction.en.srt12.8 KB
47. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/005 Word Tokenizer.en.srt12.6 KB
48. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/011 WordNet Lemmatizer.en.srt12.5 KB
49. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/014 Python Quick Course - Exercises.en.srt2.6 KB
50. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/external-assets-links.txt98 bytes
51. .pad/24 bytes
52. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/001 Binary Vectorizer.mp4134.5 MB
53. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/014 Word2Vec - Operations with Vectors.en.srt12.4 KB
54. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/010 Stemming Sentences.en.srt11.8 KB
55. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/007 Pre-Processing Wikipedia Data for CBOW Model.en.srt11.6 KB
56. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/001 [Slides] - Python Data Types and Libraries.en.srt11.5 KB
57. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/003 Word Co-Occurence Matrices.en.srt11.5 KB
58. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/external-assets-links.txt718 bytes
59. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/009 Fitting Neural Network on Wikipedia Data.en.srt11.4 KB
60. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/005 Visualizing Word Vectors.en.srt11.1 KB
61. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/010 Testing if your environment is OK.en.srt11.0 KB
62. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/019 N-Grams.en.srt10.7 KB
63. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/002 Loading Positive and Negative Movie Reviews.en.srt10.7 KB
64. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/005 Python Integers, Floats and Strings.en.srt10.6 KB
65. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/002 CBOW - Creating Vocab and Binary Word Arrays.en.srt10.5 KB
66. [TutsNode.com] - Natural Language Processing (NLP) in Python/01 Course Introduction/001 Introduction.en.srt10.5 KB
67. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/001 [Slides] - Basic Text Processing.en.srt10.5 KB
68. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/002 Binary Word Vectors.en.srt10.4 KB
69. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/007 Sigmoid Function and One Feature Prediction.en.srt10.3 KB
70. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/007 Word Similarities from Co-Occurence Matrix.en.srt10.2 KB
71. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/010 Python Functions.en.srt10.0 KB
72. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/016 Plotting the Frequency of Tags in a Sentence.en.srt9.9 KB
73. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/006 Logistic Regression Intuition and Training Process.en.srt9.8 KB
74. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/006 Escaping Characters.en.srt9.8 KB
75. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/006 CBOW - Obtaining Word Vectors (Embeddings).en.srt9.8 KB
76. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/003 Pre-Processing Text for Text Classification.en.srt9.7 KB
77. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/011 Predicting a Word Given a Context.en.srt9.6 KB
78. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/011 Numpy Overview.en.srt9.5 KB
79. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/011 Working with Text - Exercises.en.srt1.1 KB
80. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/004 Jupyter Notebook Overview.en.srt8.8 KB
81. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/external-assets-links.txt109 bytes
82. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/010 Performance of the Neural Network.en.srt8.8 KB
83. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/008 FreqDist NLTK Function.en.srt8.7 KB
84. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/012 Pandas Overview.en.srt8.6 KB
85. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/010 Replace, Count and Find.en.srt8.5 KB
86. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/004 Iterating Strings and Format Method.en.srt8.4 KB
87. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/001 [Slides] - NLTK Intro and Tokenizers.en.srt8.2 KB
88. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/007 Sentence Length, Conversions and Casing Methods.en.srt7.9 KB
89. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/008 Is Alpha, Strip and Split.en.srt7.8 KB
90. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/007 Python Lists and Sets.en.srt7.3 KB
91. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/013 Tutorial - How to Complete the Exercises.en.srt7.2 KB
92. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/004 [1] - Creating an Environment and Installing Libraries via Anaconda.en.srt7.2 KB
93. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/002 Read Data from a CSV File - Using Python CSV.en.srt6.7 KB
94. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/012 Obtaining the Weights_Coefficients of Regression.en.srt6.7 KB
95. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/006 Launching a Jupyter Notebook via Anaconda Navigator.en.srt6.7 KB
96. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/010 Fitting and Evaluating Model.en.srt6.4 KB
97. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/009 Train and Test Split.en.srt6.3 KB
98. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/007 [3] - Creating an Environment via Conda.en.srt6.0 KB
99. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/006 Python Libraries.en.srt5.9 KB
100. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/002 Count Vectorizer.en.srt5.9 KB
101. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/003 [Slides] - Functions, Pandas and Numpy.en.srt5.7 KB
102. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/002 [Slides] - Text Normalization Techniques.en.srt5.6 KB
103. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/003 Combining Strings.en.srt5.5 KB
104. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/008 Python Dictionaries and Tuples.en.srt5.4 KB
105. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/006 Scraping a Web Page - Errors in Request.en.srt5.1 KB
106. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/001 Intro to Text Classification.en.srt5.0 KB
107. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/007 Scraping a Web Page using Specific Libraries.en.srt4.8 KB
108. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/011 Summary on Environment Setup.en.srt4.7 KB
109. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/011 Model Regularization.en.srt4.1 KB
110. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/009 Launching a Jupyter Notebook via Conda.en.srt4.0 KB
111. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/009 Join and Capitalize.en.srt4.0 KB
112. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/008 Installing Libraries via Conda.en.srt3.9 KB
113. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/005 [2] - Creating an Environment by Importing the YML File.en.srt3.9 KB
114. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/005 Testing if String is in Sentence.en.srt3.6 KB
115. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/001 Introduction to Word Vectors.en.srt3.3 KB
116. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/003 3 Alternatives to Setup your Environment.en.srt3.3 KB
117. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/016 Continuous Bag of Words Implementation - Exercises.en.srt2.0 KB
118. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/008 Reading Text Data - Exercises.en.srt1.9 KB
119. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/020 Natural Language Toolkit - Exercises.en.srt1.4 KB
120. [TutsNode.com] - Natural Language Processing (NLP) in Python/11 Course Ending/001 Thank you!.en.srt1.3 KB
121. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/004 Text Representation - Exercises.en.srt1.3 KB
122. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/external-assets-links.txt432 bytes
123. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/external-assets-links.txt590 bytes
124. [TGx]Downloaded from torrentgalaxy.to .txt585 bytes
125. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/external-assets-links.txt252 bytes
126. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/external-assets-links.txt94 bytes
127. .pad/333.8 KB
128. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/004 Log Ratio Intuition and Word Influence.mp4130.0 MB
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130. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/001 [Slides] - Setting up the Environment.mp4124.3 MB
131. .pad/5766.9 KB
132. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/018 Stop Words.mp4115.8 MB
133. .pad/6189.3 KB
134. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/005 CBOW - Training the Neural Network.mp4109.0 MB
135. .pad/714.6 KB
136. [TutsNode.com] - Natural Language Processing (NLP) in Python/01 Course Introduction/001 Introduction.mp4108.7 MB
137. .pad/8293.4 KB
138. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/005 Stemming and Vectorizing the Reviews.mp4106.7 MB
139. .pad/9313.5 KB
140. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/004 CBOW - Accuracy of Random Model and Training Process.mp4105.7 MB
141. .pad/10297.6 KB
142. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/007 Counting Frequency of Digits in Sentence.mp4105.3 MB
143. .pad/11690.5 KB
144. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/012 Retrieving Word Embeddings and Word Similarities.mp4104.7 MB
145. .pad/12306.0 KB
146. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/002 [Slides] - Objects and Control Flow.mp4102.8 MB
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148. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/004 Filling Co-Occurence Matrix.mp4101.8 MB
149. .pad/14196.2 KB
150. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/017 Lemmatization and POS Tagging.mp4100.4 MB
151. .pad/15615.7 KB
152. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/009 Porter, Snowball and Lancaster Stemmers.mp499.2 MB
153. .pad/16802.1 KB
154. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/013 Predicting New Sentences Sentiment.mp493.9 MB
155. .pad/1774.4 KB
156. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/013 Word2Vec.mp492.7 MB
157. .pad/18311.5 KB
158. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/008 Building Features and Target for Wikipedia Data.mp492.2 MB
159. .pad/19782.7 KB
160. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/001 [Slides] - Basic Text Processing.mp491.5 MB
161. .pad/20467.6 KB
162. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/004 Natural Language Toolkit Introduction and Sentence Tokenizer.mp491.4 MB
163. .pad/21596.0 KB
164. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/015 Training a POS Tagger from Scratch - Bigram Tagger.mp490.5 MB
165. .pad/22511.0 KB
166. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/001 [Slides] - Python Data Types and Libraries.mp490.3 MB
167. .pad/23737.8 KB
168. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/003 CBOW - Building Features and Target Variable.mp487.7 MB
169. .pad/24257.0 KB
170. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/015 Word2Vec - Word Clustering.mp484.2 MB
171. .pad/25776.0 KB
172. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/012 Part-of-Speech (POS) Tagging.mp483.6 MB
173. .pad/26424.8 KB
174. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/014 Training a POS Tagger from Scratch - Unigram Tagger.mp480.2 MB
175. .pad/27789.6 KB
176. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/003 TF-IDF.mp479.1 MB
177. .pad/28908.3 KB
178. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/001 [Slides] - NLTK Intro and Tokenizers.mp477.4 MB
179. .pad/29645.1 KB
180. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/008 Gradient Descent Intuition by Adjusting Weights.mp476.7 MB
181. .pad/30342.8 KB
182. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/014 Word2Vec - Operations with Vectors.mp473.3 MB
183. .pad/31745.5 KB
184. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/009 Python Control Flow.mp471.9 MB
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186. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/003 Word Co-Occurence Matrices.mp471.7 MB
187. .pad/33356.6 KB
188. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/002 Installing the Anaconda Distribution.mp471.5 MB
189. .pad/34532.6 KB
190. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/006 Similarity between Words - Cosine.mp470.9 MB
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192. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/010 Stemming Sentences.mp470.0 MB
193. .pad/36985.3 KB
194. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/001 Continuous Bag of Words Model (CBOW) Introduction.mp469.8 MB
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196. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/001 Read Data from a CSV File - Using Pandas.mp469.2 MB
197. .pad/38830.0 KB
198. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/013 Training a POS Tagger from Scratch - Accessing Tagged Data from Brown Corpus.mp468.3 MB
199. .pad/39688.7 KB
200. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/005 Visualizing Word Vectors.mp465.7 MB
201. .pad/40346.9 KB
202. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/007 Sigmoid Function and One Feature Prediction.mp465.5 MB
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204. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/002 Loading Positive and Negative Movie Reviews.mp463.8 MB
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206. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/003 Pre-Processing Text for Text Classification.mp461.8 MB
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208. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/006 Tokenizer Application and Cleaning Tokens.mp460.1 MB
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210. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/016 Plotting the Frequency of Tags in a Sentence.mp459.9 MB
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212. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/002 Manipulating Text Objects.mp459.2 MB
213. .pad/46801.7 KB
214. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/007 Word Similarities from Co-Occurence Matrix.mp457.5 MB
215. .pad/47557.1 KB
216. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/002 CBOW - Creating Vocab and Binary Word Arrays.mp456.6 MB
217. .pad/48435.6 KB
218. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/002 Binary Word Vectors.mp456.6 MB
219. .pad/49450.7 KB
220. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/006 CBOW - Obtaining Word Vectors (Embeddings).mp456.2 MB
221. .pad/50843.5 KB
222. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/011 WordNet Lemmatizer.mp455.4 MB
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224. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/019 N-Grams.mp454.1 MB
225. .pad/52887.2 KB
226. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/005 Word Tokenizer.mp453.0 MB
227. .pad/5310.2 KB
228. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/007 Pre-Processing Wikipedia Data for CBOW Model.mp453.0 MB
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230. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/011 Predicting a Word Given a Context.mp452.1 MB
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232. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/010 Performance of the Neural Network.mp450.4 MB
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234. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/002 [Slides] - Text Normalization Techniques.mp449.7 MB
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236. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/003 Read Data from a TXT File.mp446.7 MB
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238. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/009 Fitting Neural Network on Wikipedia Data.mp442.8 MB
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240. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/003 [Slides] - Functions, Pandas and Numpy.mp442.6 MB
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242. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/005 Python Integers, Floats and Strings.mp441.5 MB
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244. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/008 FreqDist NLTK Function.mp441.5 MB
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246. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/010 Python Functions.mp440.2 MB
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248. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/006 Logistic Regression Intuition and Training Process.mp439.4 MB
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250. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/013 Tutorial - How to Complete the Exercises.mp439.4 MB
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252. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/007 [3] - Creating an Environment via Conda.mp439.4 MB
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254. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/004 Iterating Strings and Format Method.mp439.2 MB
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256. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/010 Testing if your environment is OK.mp438.1 MB
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258. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/002 Read Data from a CSV File - Using Python CSV.mp438.0 MB
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260. [TutsNode.com] - Natural Language Processing (NLP) in Python/06 Reading Text Data into Python/007 Scraping a Web Page using Specific Libraries.mp436.6 MB
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262. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/006 Escaping Characters.mp436.0 MB
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266. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/011 Numpy Overview.mp435.0 MB
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268. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/004 Jupyter Notebook Overview.mp434.3 MB
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270. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/012 Pandas Overview.mp432.7 MB
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272. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/010 Fitting and Evaluating Model.mp432.5 MB
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276. [TutsNode.com] - Natural Language Processing (NLP) in Python/09 Text Representation/002 Count Vectorizer.mp432.4 MB
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278. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/008 Is Alpha, Strip and Split.mp431.3 MB
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280. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/007 Python Lists and Sets.mp430.2 MB
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282. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/007 Sentence Length, Conversions and Casing Methods.mp429.7 MB
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284. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/012 Obtaining the Weights_Coefficients of Regression.mp429.2 MB
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286. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/006 Launching a Jupyter Notebook via Anaconda Navigator.mp427.7 MB
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288. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/009 Train and Test Split.mp427.7 MB
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290. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/006 Python Libraries.mp427.3 MB
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292. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/004 [1] - Creating an Environment and Installing Libraries via Anaconda.mp426.0 MB
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294. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/011 Model Regularization.mp423.9 MB
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296. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/008 Python Dictionaries and Tuples.mp422.5 MB
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298. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/009 Launching a Jupyter Notebook via Conda.mp422.1 MB
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300. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/003 Combining Strings.mp419.6 MB
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302. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/009 Join and Capitalize.mp416.0 MB
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304. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/008 Installing Libraries via Conda.mp415.0 MB
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306. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/003 3 Alternatives to Setup your Environment.mp414.8 MB
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308. [TutsNode.com] - Natural Language Processing (NLP) in Python/10 Text Classification/001 Intro to Text Classification.mp414.4 MB
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310. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/005 [2] - Creating an Environment by Importing the YML File.mp414.2 MB
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312. [TutsNode.com] - Natural Language Processing (NLP) in Python/02 Installing Anaconda and Initial Setup/011 Summary on Environment Setup.mp414.0 MB
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314. [TutsNode.com] - Natural Language Processing (NLP) in Python/11 Course Ending/001 Thank you!.mp413.8 MB
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316. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/005 Testing if String is in Sentence.mp413.6 MB
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318. [TutsNode.com] - Natural Language Processing (NLP) in Python/03 Python Basics Mini-Course/014 Python Quick Course - Exercises.mp411.2 MB
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322. [TutsNode.com] - Natural Language Processing (NLP) in Python/07 Word Vectors Intuition/001 Introduction to Word Vectors.mp49.6 MB
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324. [TutsNode.com] - Natural Language Processing (NLP) in Python/08 Continuous Bag of Words Implementation and Word2Vec/016 Continuous Bag of Words Implementation - Exercises.mp49.6 MB
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328. [TutsNode.com] - Natural Language Processing (NLP) in Python/04 Basic Text Processing/011 Working with Text - Exercises.mp47.3 MB
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330. [TutsNode.com] - Natural Language Processing (NLP) in Python/05 Exploring NLTK (Natural Language Toolkit)/020 Natural Language Toolkit - Exercises.mp47.0 MB
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