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[ FreeCourseWeb.com ] Udemy - Text Analysis and Natural Language Processing With Python

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 2021-9-8 00:18 2024-5-21 13:55 217 2.3 GB 66
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FreeCourseWeb com Udemy - Text Analysis and Natural Language Processing With Python

文件列表
  1. ~Get Your Files Here !/01 Introduction To Social Media Mining With Python/001 Welcome to the Course.mp430.04MB
  2. ~Get Your Files Here !/01 Introduction To Social Media Mining With Python/003 Python Installation.mp439.3MB
  3. ~Get Your Files Here !/01 Introduction To Social Media Mining With Python/004 What Is Google CoLab_.mp436.72MB
  4. ~Get Your Files Here !/01 Introduction To Social Media Mining With Python/005 Google Colabs and GPU.mp427.63MB
  5. ~Get Your Files Here !/01 Introduction To Social Media Mining With Python/006 Google Colab Packages.mp426.48MB
  6. ~Get Your Files Here !/02 Basic Data Preprocessing/001 What Is Pandas_.mp469.66MB
  7. ~Get Your Files Here !/02 Basic Data Preprocessing/002 Basic Data Cleaning With Pandas.mp431.79MB
  8. ~Get Your Files Here !/02 Basic Data Preprocessing/003 Basics of Data Visualization.mp494.09MB
  9. ~Get Your Files Here !/03 Welcome To Social Media/001 Can Social Media Be Useful__ The Case of Twitter.mp426.66MB
  10. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/001 Obtaining Tweets Without A Twitter Account.mp427.41MB
  11. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/002 Lets Dip Our Toes Into Twitter.mp48.62MB
  12. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/003 Get Elon Musk's Tweet.mp422.16MB
  13. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/004 Obtain The Most Popular Tweets of a User.mp444.95MB
  14. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/005 Obtain Tweets For A User Between A Certain Date.mp431.38MB
  15. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/006 Look With For With a Specific Term.mp426.79MB
  16. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/007 Elon Musk's Bitcoin Tweets.mp410.73MB
  17. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/008 Tweets From a Location.mp419.27MB
  18. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/009 Tweets From Multiple Locations.mp419.65MB
  19. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/010 Tweets From Multiple Locations and Multiple Terms.mp449.98MB
  20. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/011 Another Way of Obtaining Tweets.mp433.66MB
  21. ~Get Your Files Here !/04 Extracting Tweets (Without An API)/012 More Snscrape Tweets.mp426.7MB
  22. ~Get Your Files Here !/05 Other Ways of Obtaining Textual Data/001 What is API_.mp417.99MB
  23. ~Get Your Files Here !/05 Other Ways of Obtaining Textual Data/002 Using APIs_ Singapore MRT Stations.mp428.8MB
  24. ~Get Your Files Here !/05 Other Ways of Obtaining Textual Data/003 Obtain Financial News Headlines.mp439.69MB
  25. ~Get Your Files Here !/05 Other Ways of Obtaining Textual Data/004 Obtaining Textual Data From Reddit.mp480.89MB
  26. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/001 Introduction to Theory.mp458.31MB
  27. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/002 Lets Start Cleaning The Text.mp424.22MB
  28. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/003 Final Cleaned Text.mp427.1MB
  29. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/004 A Function For Text Cleaning.mp437.14MB
  30. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/005 More Text Cleaning.mp426.62MB
  31. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/006 NTLK Cleaning.mp434.65MB
  32. ~Get Your Files Here !/06 Basic Textual Data Preprocessing/007 Another NTLK-Based Workflow.mp439.03MB
  33. ~Get Your Files Here !/07 Exploring Text Data/001 Tweet Lengths.mp425.58MB
  34. ~Get Your Files Here !/07 Exploring Text Data/002 How People Interact With Tweets.mp416.21MB
  35. ~Get Your Files Here !/07 Exploring Text Data/003 Of Mentions and Hashtags.mp425.67MB
  36. ~Get Your Files Here !/07 Exploring Text Data/004 Identify The Most Popular Hashtags.mp422.35MB
  37. ~Get Your Files Here !/07 Exploring Text Data/005 Identify the Most Common Usernames.mp411.33MB
  38. ~Get Your Files Here !/07 Exploring Text Data/006 What Are Wordclouds_.mp453.01MB
  39. ~Get Your Files Here !/07 Exploring Text Data/007 Basic Wordcloud-Install.mp421.37MB
  40. ~Get Your Files Here !/07 Exploring Text Data/008 A Basic Wordcloud.mp441.45MB
  41. ~Get Your Files Here !/07 Exploring Text Data/009 Word Count of Common Words.mp441.48MB
  42. ~Get Your Files Here !/07 Exploring Text Data/010 N-Grams.mp427.6MB
  43. ~Get Your Files Here !/07 Exploring Text Data/011 Network of Bigrams.mp422.08MB
  44. ~Get Your Files Here !/07 Exploring Text Data/012 Topic Modelling With Gensim.mp457.1MB
  45. ~Get Your Files Here !/08 Exploring Sentiments/001 Identify the Polarity of Text.mp443.64MB
  46. ~Get Your Files Here !/08 Exploring Sentiments/002 Polarity_ Positive or Negative.mp431.99MB
  47. ~Get Your Files Here !/08 Exploring Sentiments/003 Dealing With Dates.mp436.13MB
  48. ~Get Your Files Here !/08 Exploring Sentiments/004 Introduction to VADER Sentiment Analysis.mp424.31MB
  49. ~Get Your Files Here !/08 Exploring Sentiments/005 VADER Sentiment Analysis For Text Analysis.mp437.7MB
  50. ~Get Your Files Here !/08 Exploring Sentiments/006 VADER Sentiment For Financial News.mp438.94MB
  51. ~Get Your Files Here !/08 Exploring Sentiments/007 Visualise the Sentiments.mp420.64MB
  52. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/001 What Is Machine Learning_.mp469.66MB
  53. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/002 Preprocessing-Toy Example.mp419.2MB
  54. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/003 A Simple Machine Learning Model on Textual Data.mp429.93MB
  55. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/004 Predicting Stock Price Movements Based On Newspaper Headlines.mp449.03MB
  56. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/005 Unsupervised Learning With K-Means Algorithm.mp418.18MB
  57. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/006 Identifying Textual Clusters With K-means.mp439.55MB
  58. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/007 DBSCAN Based Textual Clustering.mp419.68MB
  59. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/008 Classify the Tweet Sentiment-GBM.mp431.14MB
  60. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/009 Keras Installation-Windows.mp459.82MB
  61. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/010 Keras Installation-Mac.mp465.8MB
  62. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/011 Long short-term memory (LSTM)_ Theory.mp448.42MB
  63. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/012 Brief Lowdown on Word Embeddings.mp428.31MB
  64. ~Get Your Files Here !/09 Machine Learning and Deep learning For Text Data/013 LSTM For Classifying Tweet Sentiment-1.mp446.85MB
  65. ~Get Your Files Here !/10 Miscellaneous Information/001 Lets Do Dictionaries.mp467.73MB
  66. ~Get Your Files Here !/10 Miscellaneous Information/002 Set up the FourSquare App.mp444.5MB
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