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[ ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment

  • 收录时间:2021-12-14 12:54:49
  • 文件大小:964MB
  • 下载次数:1
  • 最近下载:2021-12-14 12:54:49
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文件列表

  1. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/training.1600000.processed.noemoticon.csv 228MB
  2. ~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4 83MB
  3. ~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.mp4 64MB
  4. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/vectoriser.pickle 59MB
  5. ~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4 38MB
  6. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4 36MB
  7. ~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp4 34MB
  8. ~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp4 32MB
  9. ~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp4 30MB
  10. ~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp4 30MB
  11. ~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4 30MB
  12. ~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4 27MB
  13. ~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4 25MB
  14. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp4 21MB
  15. ~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4 21MB
  16. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp4 18MB
  17. ~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4 18MB
  18. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4 17MB
  19. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp4 15MB
  20. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4 15MB
  21. ~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp4 13MB
  22. ~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp4 12MB
  23. ~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp4 12MB
  24. ~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp4 11MB
  25. ~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp4 11MB
  26. ~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp4 9MB
  27. ~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp4 8MB
  28. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp4 7MB
  29. ~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4 7MB
  30. ~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp4 6MB
  31. ~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp4 6MB
  32. ~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp4 6MB
  33. ~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp4 5MB
  34. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/Sentiment-LR.pickle 4MB
  35. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/testdata.csv 3MB
  36. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/Sentiment_Analysis_Tweet_LemmatizingWithPOS.ipynb 1001KB
  37. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_DefaultLemmatizer-checkpoint.ipynb 1000KB
  38. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_LemmatizingWithPOS-checkpoint.ipynb 999KB
  39. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/sentiment.jpg 379KB
  40. ~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.srt 13KB
  41. ~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.srt 11KB
  42. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/app.py 8KB
  43. ~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.srt 7KB
  44. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.srt 6KB
  45. ~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.srt 6KB
  46. ~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.srt 6KB
  47. ~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.srt 6KB
  48. ~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.srt 5KB
  49. ~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.srt 5KB
  50. ~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.srt 5KB
  51. ~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.srt 5KB
  52. ~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.srt 4KB
  53. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.srt 4KB
  54. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.srt 4KB
  55. ~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.srt 3KB
  56. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.srt 3KB
  57. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.srt 3KB
  58. ~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.srt 3KB
  59. ~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.srt 3KB
  60. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.srt 3KB
  61. ~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.srt 3KB
  62. ~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.srt 3KB
  63. ~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.srt 3KB
  64. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/README.md 2KB
  65. ~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.srt 2KB
  66. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.srt 2KB
  67. ~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.srt 2KB
  68. ~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.srt 2KB
  69. ~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.srt 2KB
  70. ~Get Your Files Here !/5. Data Preparation/1. Train Test Split.srt 1KB
  71. ~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.srt 1KB
  72. ~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.srt 1KB
  73. ~Get Your Files Here !/Bonus Resources.txt 357B
  74. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/nltk.txt 215B
  75. Get Bonus Downloads Here.url 177B
  76. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/setup.sh 141B
  77. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/requirements.txt 110B
  78. ~Get Your Files Here !/11. Project Files and Code/1. Full Project Code.html 90B
  79. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/Procfile 40B
  80. ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/gitignore 30B