[FreeTutorials.Us] Udemy - Hands On Natural Language Processing (NLP) using Python

10. Word2Vec Analysis/1. Understanding Word Vectors.mp4

160.61 MB

10. Word2Vec Analysis/1. Understanding Word Vectors.srt

16 KB

10. Word2Vec Analysis/1. Understanding Word Vectors.vtt

13.98 KB

10. Word2Vec Analysis/2. Importing the data.mp4

54.92 MB

10. Word2Vec Analysis/2. Importing the data.srt

6.47 KB

10. Word2Vec Analysis/2. Importing the data.vtt

5.6 KB

10. Word2Vec Analysis/3. Preparing the data.mp4

38.5 MB

10. Word2Vec Analysis/3. Preparing the data.srt

4.14 KB

10. Word2Vec Analysis/3. Preparing the data.vtt

3.57 KB

10. Word2Vec Analysis/4. Training the Word2Vec Model.mp4

33.81 MB

10. Word2Vec Analysis/4. Training the Word2Vec Model.srt

3.49 KB

10. Word2Vec Analysis/4. Training the Word2Vec Model.vtt

3.02 KB

10. Word2Vec Analysis/5. Testing Model Performance.mp4

54.49 MB

10. Word2Vec Analysis/5. Testing Model Performance.srt

4.94 KB

10. Word2Vec Analysis/5. Testing Model Performance.vtt

4.26 KB

10. Word2Vec Analysis/6. Improving the Model.mp4

108.23 MB

10. Word2Vec Analysis/6. Improving the Model.srt

7.83 KB

10. Word2Vec Analysis/6. Improving the Model.vtt

6.7 KB

10. Word2Vec Analysis/7. Exploring Pre-trained Models.mp4

50.42 MB

10. Word2Vec Analysis/7. Exploring Pre-trained Models.srt

6.74 KB

10. Word2Vec Analysis/7. Exploring Pre-trained Models.vtt

5.92 KB

11. Conclusion/1. Where you go from here.html

727 B

1. Introduction to the Course/1. What is NLP.mp4

75.75 MB

1. Introduction to the Course/1. What is NLP.srt

7.65 KB

1. Introduction to the Course/1. What is NLP.vtt

6.67 KB

1. Introduction to the Course/2. Getting the Course Resources.mp4

18.23 MB

1. Introduction to the Course/2. Getting the Course Resources.srt

2.06 KB

1. Introduction to the Course/2. Getting the Course Resources.vtt

1.83 KB

1. Introduction to the Course/3. Getting the Course Resources - Text.html

614 B

2. Getting the required softwares/1. Installing Anaconda Python.mp4

33.41 MB

2. Getting the required softwares/1. Installing Anaconda Python.srt

4.45 KB

2. Getting the required softwares/1. Installing Anaconda Python.vtt

3.93 KB

2. Getting the required softwares/2. Installing Anaconda Python - Text.html

734 B

2. Getting the required softwares/3. A tour of Spyder IDE.mp4

46.82 MB

2. Getting the required softwares/3. A tour of Spyder IDE.srt

6.09 KB

2. Getting the required softwares/3. A tour of Spyder IDE.vtt

5.31 KB

2. Getting the required softwares/4. How to take this course.html

1.62 KB

3. Python Crash Course/10. Introduction to Classes and Objects.mp4

92.37 MB

3. Python Crash Course/10. Introduction to Classes and Objects.srt

9.38 KB

3. Python Crash Course/10. Introduction to Classes and Objects.vtt

8.21 KB

3. Python Crash Course/11. List Comprehension.mp4

165.47 MB

3. Python Crash Course/11. List Comprehension.srt

16.6 KB

3. Python Crash Course/11. List Comprehension.vtt

14.31 KB

3. Python Crash Course/12. Test Your Skills.html

156 B

3. Python Crash Course/1. Variables and Operations in Python.mp4

60.28 MB

3. Python Crash Course/1. Variables and Operations in Python.srt

9.49 KB

3. Python Crash Course/1. Variables and Operations in Python.vtt

8.27 KB

3. Python Crash Course/2. Conditional Statements.mp4

63.77 MB

3. Python Crash Course/2. Conditional Statements.srt

6.96 KB

3. Python Crash Course/2. Conditional Statements.vtt

6.06 KB

3. Python Crash Course/3. Introduction to Loops.mp4

64.77 MB

3. Python Crash Course/3. Introduction to Loops.srt

9.84 KB

3. Python Crash Course/3. Introduction to Loops.vtt

8.57 KB

3. Python Crash Course/4. Loop Control Statements.mp4

62.02 MB

3. Python Crash Course/4. Loop Control Statements.srt

9.36 KB

3. Python Crash Course/4. Loop Control Statements.vtt

8.15 KB

3. Python Crash Course/5. Python Data Structures - Lists.mp4

129.2 MB

3. Python Crash Course/5. Python Data Structures - Lists.srt

16.03 KB

3. Python Crash Course/5. Python Data Structures - Lists.vtt

13.92 KB

3. Python Crash Course/6. Python Data Structures - Tuples.mp4

60.92 MB

3. Python Crash Course/6. Python Data Structures - Tuples.srt

7.07 KB

3. Python Crash Course/6. Python Data Structures - Tuples.vtt

6.11 KB

3. Python Crash Course/7. Python Data Structures - Dictionaries.mp4

125.07 MB

3. Python Crash Course/7. Python Data Structures - Dictionaries.srt

14.22 KB

3. Python Crash Course/7. Python Data Structures - Dictionaries.vtt

12.4 KB

3. Python Crash Course/8. Console and File IO in Python.mp4

97 MB

3. Python Crash Course/8. Console and File IO in Python.srt

9.73 KB

3. Python Crash Course/8. Console and File IO in Python.vtt

8.38 KB

3. Python Crash Course/9. Introduction to Functions.mp4

76.76 MB

3. Python Crash Course/9. Introduction to Functions.srt

8.29 KB

3. Python Crash Course/9. Introduction to Functions.vtt

7.21 KB

4. Regular Expressions/1. Introduction to Regular Expressions.mp4

62.85 MB

4. Regular Expressions/1. Introduction to Regular Expressions.srt

6.13 KB

4. Regular Expressions/1. Introduction to Regular Expressions.vtt

5.39 KB

4. Regular Expressions/2. Finding Patterns in Text Part 1.mp4

79.5 MB

4. Regular Expressions/2. Finding Patterns in Text Part 1.srt

10.92 KB

4. Regular Expressions/2. Finding Patterns in Text Part 1.vtt

9.48 KB

4. Regular Expressions/3. Finding Patterns in Text Part 2.mp4

81.46 MB

4. Regular Expressions/3. Finding Patterns in Text Part 2.srt

9.94 KB

4. Regular Expressions/3. Finding Patterns in Text Part 2.vtt

8.62 KB

4. Regular Expressions/4. Substituting Patterns in Text.mp4

54.25 MB

4. Regular Expressions/4. Substituting Patterns in Text.srt

8.07 KB

4. Regular Expressions/4. Substituting Patterns in Text.vtt

6.96 KB

4. Regular Expressions/5. Shorthand Character Classes.mp4

182.43 MB

4. Regular Expressions/5. Shorthand Character Classes.srt

17.29 KB

4. Regular Expressions/5. Shorthand Character Classes.vtt

14.99 KB

4. Regular Expressions/6. Character Ranges - Text.html

1.2 KB

4. Regular Expressions/7. Preprocessing using Regex.mp4

71.64 MB

4. Regular Expressions/7. Preprocessing using Regex.srt

7.98 KB

4. Regular Expressions/7. Preprocessing using Regex.vtt

6.92 KB

4. Regular Expressions/8. Test Your Skills.html

156 B

5. Numpy and Pandas/1. Introduction to Numpy.mp4

280.68 MB

5. Numpy and Pandas/1. Introduction to Numpy.srt

27.1 KB

5. Numpy and Pandas/1. Introduction to Numpy.vtt

23.46 KB

5. Numpy and Pandas/2. Introduction to Pandas.mp4

251.62 MB

5. Numpy and Pandas/2. Introduction to Pandas.srt

28.61 KB

5. Numpy and Pandas/2. Introduction to Pandas.vtt

24.73 KB

6. NLP Core/10. Named Entity Recognition.mp4

56.08 MB

6. NLP Core/10. Named Entity Recognition.srt

6.84 KB

6. NLP Core/10. Named Entity Recognition.vtt

6.01 KB

6. NLP Core/11. Text Modelling using Bag of Words Model.mp4

146.1 MB

6. NLP Core/11. Text Modelling using Bag of Words Model.srt

14.71 KB

6. NLP Core/11. Text Modelling using Bag of Words Model.vtt

12.76 KB

6. NLP Core/12. Building the BOW Model Part 1.mp4

88.59 MB

6. NLP Core/12. Building the BOW Model Part 1.srt

5.45 KB

6. NLP Core/12. Building the BOW Model Part 1.vtt

4.77 KB

6. NLP Core/13. Building the BOW Model Part 2.mp4

82.17 MB

6. NLP Core/13. Building the BOW Model Part 2.srt

6.01 KB

6. NLP Core/13. Building the BOW Model Part 2.vtt

5.25 KB

6. NLP Core/14. Building the BOW Model Part 3.mp4

77 MB

6. NLP Core/14. Building the BOW Model Part 3.srt

5.72 KB

6. NLP Core/14. Building the BOW Model Part 3.vtt

4.96 KB

6. NLP Core/15. Building the BOW Model Part 4.mp4

108.07 MB

6. NLP Core/15. Building the BOW Model Part 4.srt

8.44 KB

6. NLP Core/15. Building the BOW Model Part 4.vtt

7.36 KB

6. NLP Core/16. Text Modelling using TF-IDF Model.mp4

223.04 MB

6. NLP Core/16. Text Modelling using TF-IDF Model.srt

22.05 KB

6. NLP Core/16. Text Modelling using TF-IDF Model.vtt

19.17 KB

6. NLP Core/17. Building the TF-IDF Model Part 1.mp4

109.88 MB

6. NLP Core/17. Building the TF-IDF Model Part 1.srt

8.21 KB

6. NLP Core/17. Building the TF-IDF Model Part 1.vtt

7.19 KB

6. NLP Core/18. Building the TF-IDF Model Part 2.mp4

122.73 MB

6. NLP Core/18. Building the TF-IDF Model Part 2.srt

9.42 KB

6. NLP Core/18. Building the TF-IDF Model Part 2.vtt

8.23 KB

6. NLP Core/19. Building the TF-IDF Model Part 3.mp4

109.84 MB

6. NLP Core/19. Building the TF-IDF Model Part 3.srt

8.37 KB

6. NLP Core/19. Building the TF-IDF Model Part 3.vtt

7.32 KB

6. NLP Core/1. Installing NLTK in Python.mp4

29.31 MB

6. NLP Core/1. Installing NLTK in Python.srt

5.32 KB

6. NLP Core/1. Installing NLTK in Python.vtt

4.72 KB

6. NLP Core/20. Building the TF-IDF Model Part 4.mp4

64.61 MB

6. NLP Core/20. Building the TF-IDF Model Part 4.srt

5.27 KB

6. NLP Core/20. Building the TF-IDF Model Part 4.vtt

4.58 KB

6. NLP Core/21. Understanding the N-Gram Model.mp4

259.18 MB

6. NLP Core/21. Understanding the N-Gram Model.srt

27.05 KB

6. NLP Core/21. Understanding the N-Gram Model.vtt

23.5 KB

6. NLP Core/22. Building Character N-Gram Model.mp4

185.73 MB

6. NLP Core/22. Building Character N-Gram Model.srt

20.24 KB

6. NLP Core/22. Building Character N-Gram Model.vtt

17.56 KB

6. NLP Core/23. Building Word N-Gram Model.mp4

160.51 MB

6. NLP Core/23. Building Word N-Gram Model.srt

14.76 KB

6. NLP Core/23. Building Word N-Gram Model.vtt

12.88 KB

6. NLP Core/24. Understanding Latent Semantic Analysis.mp4

194.47 MB

6. NLP Core/24. Understanding Latent Semantic Analysis.srt

19.28 KB

6. NLP Core/24. Understanding Latent Semantic Analysis.vtt

16.77 KB

6. NLP Core/25. LSA in Python Part 1.mp4

295.56 MB

6. NLP Core/25. LSA in Python Part 1.srt

25.9 KB

6. NLP Core/25. LSA in Python Part 1.vtt

22.33 KB

6. NLP Core/26. LSA in Python Part 2.mp4

190.24 MB

6. NLP Core/26. LSA in Python Part 2.srt

14.85 KB

6. NLP Core/26. LSA in Python Part 2.vtt

12.89 KB

6. NLP Core/27. Word Synonyms and Antonyms using NLTK.mp4

117.98 MB

6. NLP Core/27. Word Synonyms and Antonyms using NLTK.srt

13.15 KB

6. NLP Core/27. Word Synonyms and Antonyms using NLTK.vtt

11.44 KB

6. NLP Core/28. Word Negation Tracking in Python Part 1.mp4

90.71 MB

6. NLP Core/28. Word Negation Tracking in Python Part 1.srt

12.67 KB

6. NLP Core/28. Word Negation Tracking in Python Part 1.vtt

11.04 KB

6. NLP Core/29. Word Negation Tracking in Python Part 2.mp4

58.63 MB

6. NLP Core/29. Word Negation Tracking in Python Part 2.srt

8.12 KB

6. NLP Core/29. Word Negation Tracking in Python Part 2.vtt

7.07 KB

6. NLP Core/2. Tokenizing Words and Sentences.mp4

74.63 MB

6. NLP Core/2. Tokenizing Words and Sentences.srt

5.34 KB

6. NLP Core/2. Tokenizing Words and Sentences.vtt

4.67 KB

6. NLP Core/3. How tokenization works - Text.html

1.6 KB

6. NLP Core/4. Introduction to Stemming and Lemmatization.mp4

107.55 MB

6. NLP Core/4. Introduction to Stemming and Lemmatization.srt

10.05 KB

6. NLP Core/4. Introduction to Stemming and Lemmatization.vtt

8.79 KB

6. NLP Core/5. Stemming using NLTK.mp4

133.54 MB

6. NLP Core/5. Stemming using NLTK.srt

8.47 KB

6. NLP Core/5. Stemming using NLTK.vtt

7.4 KB

6. NLP Core/6. Lemmatization using NLTK.mp4

76.47 MB

6. NLP Core/6. Lemmatization using NLTK.srt

4.48 KB

6. NLP Core/6. Lemmatization using NLTK.vtt

3.85 KB

6. NLP Core/7. Stop word removal using NLTK.mp4

139.8 MB

6. NLP Core/7. Stop word removal using NLTK.srt

8.58 KB

6. NLP Core/7. Stop word removal using NLTK.vtt

7.52 KB

6. NLP Core/8. Parts Of Speech Tagging.mp4

109.11 MB

6. NLP Core/8. Parts Of Speech Tagging.srt

7.83 KB

6. NLP Core/8. Parts Of Speech Tagging.vtt

6.77 KB

6. NLP Core/9. POS Tag Meanings.html

3.32 KB

7. Project 1 - Text Classification/10. Training our classifier.mp4

30.69 MB

7. Project 1 - Text Classification/10. Training our classifier.srt

2.3 KB

7. Project 1 - Text Classification/10. Training our classifier.vtt

2.01 KB

7. Project 1 - Text Classification/11. Testing Model performance.mp4

84.05 MB

7. Project 1 - Text Classification/11. Testing Model performance.srt

7.19 KB

7. Project 1 - Text Classification/11. Testing Model performance.vtt

6.25 KB

7. Project 1 - Text Classification/12. Saving our Model.mp4

96.63 MB

7. Project 1 - Text Classification/12. Saving our Model.srt

7.75 KB

7. Project 1 - Text Classification/12. Saving our Model.vtt

6.78 KB

7. Project 1 - Text Classification/13. Importing and using our Model.mp4

56.12 MB

7. Project 1 - Text Classification/13. Importing and using our Model.srt

4.98 KB

7. Project 1 - Text Classification/13. Importing and using our Model.vtt

4.33 KB

7. Project 1 - Text Classification/1. Getting the data for Text Classification.mp4

62.12 MB

7. Project 1 - Text Classification/1. Getting the data for Text Classification.srt

7.61 KB

7. Project 1 - Text Classification/1. Getting the data for Text Classification.vtt

6.68 KB

7. Project 1 - Text Classification/2. Getting the data for Text Classification - Text.html

806 B

7. Project 1 - Text Classification/3. Importing the dataset.mp4

57.53 MB

7. Project 1 - Text Classification/3. Importing the dataset.srt

6.62 KB

7. Project 1 - Text Classification/3. Importing the dataset.vtt

5.76 KB

7. Project 1 - Text Classification/4. Persisting the dataset.mp4

71.63 MB

7. Project 1 - Text Classification/4. Persisting the dataset.srt

6.46 KB

7. Project 1 - Text Classification/4. Persisting the dataset.vtt

5.67 KB

7. Project 1 - Text Classification/5. Preprocessing the data.mp4

67.38 MB

7. Project 1 - Text Classification/5. Preprocessing the data.srt

6.02 KB

7. Project 1 - Text Classification/5. Preprocessing the data.vtt

5.23 KB

7. Project 1 - Text Classification/6. Transforming data into BOW Model.mp4

114.68 MB

7. Project 1 - Text Classification/6. Transforming data into BOW Model.srt

9.74 KB

7. Project 1 - Text Classification/6. Transforming data into BOW Model.vtt

8.57 KB

7. Project 1 - Text Classification/7. Transform BOW model into TF-IDF Model.mp4

47.38 MB

7. Project 1 - Text Classification/7. Transform BOW model into TF-IDF Model.srt

3.86 KB

7. Project 1 - Text Classification/7. Transform BOW model into TF-IDF Model.vtt

3.35 KB

7. Project 1 - Text Classification/8. Creating training and test set.mp4

71.77 MB

7. Project 1 - Text Classification/8. Creating training and test set.srt

5.7 KB

7. Project 1 - Text Classification/8. Creating training and test set.vtt

4.98 KB

7. Project 1 - Text Classification/9. Understanding Logistic Regression.mp4

201.58 MB

7. Project 1 - Text Classification/9. Understanding Logistic Regression.srt

20.38 KB

7. Project 1 - Text Classification/9. Understanding Logistic Regression.vtt

17.87 KB

8. Project 2 - Twitter Sentiment Analysis/1. Setting up Twitter Application.mp4

28.34 MB

8. Project 2 - Twitter Sentiment Analysis/1. Setting up Twitter Application.srt

4.95 KB

8. Project 2 - Twitter Sentiment Analysis/1. Setting up Twitter Application.vtt

4.33 KB

8. Project 2 - Twitter Sentiment Analysis/2. Initializing Tokens.mp4

35.09 MB

8. Project 2 - Twitter Sentiment Analysis/2. Initializing Tokens.srt

5.27 KB

8. Project 2 - Twitter Sentiment Analysis/2. Initializing Tokens.vtt

4.6 KB

8. Project 2 - Twitter Sentiment Analysis/3. Client Authentication.mp4

46.71 MB

8. Project 2 - Twitter Sentiment Analysis/3. Client Authentication.srt

4.56 KB

8. Project 2 - Twitter Sentiment Analysis/3. Client Authentication.vtt

3.98 KB

8. Project 2 - Twitter Sentiment Analysis/4. Fetching real time tweets.mp4

80.92 MB

8. Project 2 - Twitter Sentiment Analysis/4. Fetching real time tweets.srt

6.73 KB

8. Project 2 - Twitter Sentiment Analysis/4. Fetching real time tweets.vtt

5.88 KB

8. Project 2 - Twitter Sentiment Analysis/5. Loading TF-IDF Model and Classifier.mp4

36.03 MB

8. Project 2 - Twitter Sentiment Analysis/5. Loading TF-IDF Model and Classifier.srt

2.53 KB

8. Project 2 - Twitter Sentiment Analysis/5. Loading TF-IDF Model and Classifier.vtt

2.2 KB

8. Project 2 - Twitter Sentiment Analysis/6. Preprocessing the tweets.mp4

133.06 MB

8. Project 2 - Twitter Sentiment Analysis/6. Preprocessing the tweets.srt

6.98 KB

8. Project 2 - Twitter Sentiment Analysis/6. Preprocessing the tweets.vtt

6.04 KB

8. Project 2 - Twitter Sentiment Analysis/7. Predicting sentiments of tweets.mp4

38.12 MB

8. Project 2 - Twitter Sentiment Analysis/7. Predicting sentiments of tweets.srt

2.28 KB

8. Project 2 - Twitter Sentiment Analysis/7. Predicting sentiments of tweets.vtt

2 KB

8. Project 2 - Twitter Sentiment Analysis/8. Plotting the results.mp4

102.74 MB

8. Project 2 - Twitter Sentiment Analysis/8. Plotting the results.srt

8.69 KB

8. Project 2 - Twitter Sentiment Analysis/8. Plotting the results.vtt

7.57 KB

9. Project 3 - Text Summarization/1. Understanding Text Summarization.mp4

95.68 MB

9. Project 3 - Text Summarization/1. Understanding Text Summarization.srt

9.76 KB

9. Project 3 - Text Summarization/1. Understanding Text Summarization.vtt

8.51 KB

9. Project 3 - Text Summarization/2. Fetching article data from the web.mp4

43.91 MB

9. Project 3 - Text Summarization/2. Fetching article data from the web.srt

5.89 KB

9. Project 3 - Text Summarization/2. Fetching article data from the web.vtt

5.14 KB

9. Project 3 - Text Summarization/3. Parsing the data using Beautiful Soup.mp4

94.27 MB

9. Project 3 - Text Summarization/3. Parsing the data using Beautiful Soup.srt

9.46 KB

9. Project 3 - Text Summarization/3. Parsing the data using Beautiful Soup.vtt

8.18 KB

9. Project 3 - Text Summarization/4. Preprocessing the data.mp4

48.27 MB

9. Project 3 - Text Summarization/4. Preprocessing the data.srt

4.05 KB

9. Project 3 - Text Summarization/4. Preprocessing the data.vtt

3.56 KB

9. Project 3 - Text Summarization/5. Tokenizing Article into sentences.mp4

50.67 MB

9. Project 3 - Text Summarization/5. Tokenizing Article into sentences.srt

4.47 KB

9. Project 3 - Text Summarization/5. Tokenizing Article into sentences.vtt

3.92 KB

9. Project 3 - Text Summarization/6. Building the histogram.mp4

58.55 MB

9. Project 3 - Text Summarization/6. Building the histogram.srt

5.45 KB

9. Project 3 - Text Summarization/6. Building the histogram.vtt

4.75 KB

9. Project 3 - Text Summarization/7. Calculating the sentence scores.mp4

99.83 MB

9. Project 3 - Text Summarization/7. Calculating the sentence scores.srt

7.92 KB

9. Project 3 - Text Summarization/7. Calculating the sentence scores.vtt

6.96 KB

9. Project 3 - Text Summarization/8. Getting the summary.mp4

76.94 MB

9. Project 3 - Text Summarization/8. Getting the summary.srt

5.95 KB

9. Project 3 - Text Summarization/8. Getting the summary.vtt

5.16 KB

[FreeCoursesOnline.Me].url

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[FreeTutorials.Us].url

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[FTU Forum].url

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