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[ FreeCourseWeb.com ] Udemy - Natural Language Processing - NLP In Python with Projects

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2021-10-3 09:16 2024-6-20 17:46 178 2.74 GB 60
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FreeCourseWeb com Udemy - Natural Language Processing - NLP In Python with Projects

文件列表
  1. ~Get Your Files Here !/1. Introduction to NLP/1. What is NLP.mp449.36MB
  2. ~Get Your Files Here !/1. Introduction to NLP/2. Why should you learn NLP.mp461.95MB
  3. ~Get Your Files Here !/1. Introduction to NLP/3. Applications of NLP.mp459.5MB
  4. ~Get Your Files Here !/1. Introduction to NLP/4. Steps to solve NLP Problems.mp459.87MB
  5. ~Get Your Files Here !/1. Introduction to NLP/5. Introduction to Text Processing.mp465.56MB
  6. ~Get Your Files Here !/1. Introduction to NLP/6. Popular Libraries used for NLP.mp480.8MB
  7. ~Get Your Files Here !/1. Introduction to NLP/7. Quiz Solution.mp450.82MB
  8. ~Get Your Files Here !/2. Feature Engineering for NLP/1. Introduction to Feature Engineering.mp428.84MB
  9. ~Get Your Files Here !/2. Feature Engineering for NLP/2. Reading and Summarizing the Text Data.mp436.03MB
  10. ~Get Your Files Here !/2. Feature Engineering for NLP/3. Finding the Length, Polarity and Subjectivity.mp490.91MB
  11. ~Get Your Files Here !/2. Feature Engineering for NLP/4. Finding the Words, Characters, and Punctuation Count.mp434.6MB
  12. ~Get Your Files Here !/2. Feature Engineering for NLP/5. Counting Nouns and Verbs in the Text.mp428.04MB
  13. ~Get Your Files Here !/2. Feature Engineering for NLP/6. Counting Adjectives, Adverb, and Pronouns.mp424.3MB
  14. ~Get Your Files Here !/2. Feature Engineering for NLP/7. Quiz Solution.mp449.1MB
  15. ~Get Your Files Here !/3. Data Cleaning for NLP/1. Why Is it so Necessary to Clean the Data.mp437.92MB
  16. ~Get Your Files Here !/3. Data Cleaning for NLP/2. Removing Punctuations and Numbers.mp426.99MB
  17. ~Get Your Files Here !/3. Data Cleaning for NLP/3. Performing Tokenization.mp441MB
  18. ~Get Your Files Here !/3. Data Cleaning for NLP/4. Removing Special and accented Characters.mp433.55MB
  19. ~Get Your Files Here !/3. Data Cleaning for NLP/5. Introduction to Stop words.mp442.58MB
  20. ~Get Your Files Here !/3. Data Cleaning for NLP/6. Stemming and Lemmatization.mp474.57MB
  21. ~Get Your Files Here !/3. Data Cleaning for NLP/7. Quiz Solution.mp454.92MB
  22. ~Get Your Files Here !/4. Feature Extraction for NLP/1. What is Feature Extraction.mp436.31MB
  23. ~Get Your Files Here !/4. Feature Extraction for NLP/2. Introduction to Bag of Words.mp441.07MB
  24. ~Get Your Files Here !/4. Feature Extraction for NLP/3. Introduction to TFIDF.mp459.13MB
  25. ~Get Your Files Here !/4. Feature Extraction for NLP/4. Implementing bag of Words and TFIDF.mp430.84MB
  26. ~Get Your Files Here !/4. Feature Extraction for NLP/5. Introduction to N Grams Analysis.mp446.26MB
  27. ~Get Your Files Here !/4. Feature Extraction for NLP/6. Implementing N Grams Analysis.mp443.36MB
  28. ~Get Your Files Here !/4. Feature Extraction for NLP/7. Quiz Solution.mp442.52MB
  29. ~Get Your Files Here !/5. Data Visualization for NLP/1. Importance of Data Visualization in NLP.mp433.47MB
  30. ~Get Your Files Here !/5. Data Visualization for NLP/2. Visualizing Polarity and Subjectivity.mp427.61MB
  31. ~Get Your Files Here !/5. Data Visualization for NLP/3. Part-of-Speech Tagging.mp437.37MB
  32. ~Get Your Files Here !/5. Data Visualization for NLP/4. Visualizing Most Frequent Words.mp423.33MB
  33. ~Get Your Files Here !/5. Data Visualization for NLP/5. Visualizing N-Grams.mp425.81MB
  34. ~Get Your Files Here !/5. Data Visualization for NLP/6. Introduction to Words Cloud.mp438.58MB
  35. ~Get Your Files Here !/5. Data Visualization for NLP/7. Quiz Solution.mp442.01MB
  36. ~Get Your Files Here !/6. Text Classification using ML/1. What is Text Classification.mp440.02MB
  37. ~Get Your Files Here !/6. Text Classification using ML/2. Applications for Text Classification.mp439.25MB
  38. ~Get Your Files Here !/6. Text Classification using ML/3. Best Models for Text Classification.mp442.14MB
  39. ~Get Your Files Here !/6. Text Classification using ML/4. Implementing a Naive Bayes Classifier.mp4141.82MB
  40. ~Get Your Files Here !/6. Text Classification using ML/5. Implementing a SVM Classifier.mp447.77MB
  41. ~Get Your Files Here !/6. Text Classification using ML/6. More Things to Try.mp425.43MB
  42. ~Get Your Files Here !/6. Text Classification using ML/7. Quiz Solution.mp449.07MB
  43. ~Get Your Files Here !/7. Sentiment analyzer/1. Setting up the Environment.mp456.54MB
  44. ~Get Your Files Here !/7. Sentiment analyzer/2. Understanding the problem statement.mp446.23MB
  45. ~Get Your Files Here !/7. Sentiment analyzer/3. Scraping Data from Social Media Websites.mp457.67MB
  46. ~Get Your Files Here !/7. Sentiment analyzer/4. Cleaning the data.mp479.28MB
  47. ~Get Your Files Here !/7. Sentiment analyzer/5. Creating a Sentiment Analyzer Engine.mp446.63MB
  48. ~Get Your Files Here !/7. Sentiment analyzer/6. Visualizing results.mp440.94MB
  49. ~Get Your Files Here !/7. Sentiment analyzer/7. Major Takeaways.mp429.32MB
  50. ~Get Your Files Here !/8. Drugs Prescription using Reviews/1. Setting up the Environment.mp442.61MB
  51. ~Get Your Files Here !/8. Drugs Prescription using Reviews/10. Finding Most Useful and Useful Drugs for each Condition.mp450.24MB
  52. ~Get Your Files Here !/8. Drugs Prescription using Reviews/2. Understanding the Dataset.mp445.71MB
  53. ~Get Your Files Here !/8. Drugs Prescription using Reviews/3. Understanding the Problem Statement.mp438.91MB
  54. ~Get Your Files Here !/8. Drugs Prescription using Reviews/4. Summarizing the Dataset.mp441.5MB
  55. ~Get Your Files Here !/8. Drugs Prescription using Reviews/5. Unveiling Hidden Patterns from the Dataset.mp446.57MB
  56. ~Get Your Files Here !/8. Drugs Prescription using Reviews/6. Cleaning the Reviews.mp447.65MB
  57. ~Get Your Files Here !/8. Drugs Prescription using Reviews/7. Calculating Sentiment from Reviews.mp455.52MB
  58. ~Get Your Files Here !/8. Drugs Prescription using Reviews/8. Calculating Effectiveness and Usefulness of Drugs.mp440.31MB
  59. ~Get Your Files Here !/8. Drugs Prescription using Reviews/9. Analysing the Medical Conditions.mp444.5MB
  60. ~Get Your Files Here !/9. Outro Section/1. Conclusion.mp446.44MB
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