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[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment

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视频 2021-10-18 03:59 2024-12-23 16:20 210 667.47 MB 31
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文件列表
  1. ~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp46.81MB
  2. ~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp45.65MB
  3. ~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp45.54MB
  4. ~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp410.71MB
  5. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp415.21MB
  6. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp417.55MB
  7. ~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp435.59MB
  8. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp415.18MB
  9. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp47.02MB
  10. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp420.73MB
  11. ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp417.11MB
  12. ~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp427.39MB
  13. ~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp483.49MB
  14. ~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp412.19MB
  15. ~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp437.57MB
  16. ~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp434.27MB
  17. ~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp430.38MB
  18. ~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp48.13MB
  19. ~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp420.66MB
  20. ~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp412.46MB
  21. ~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp49.5MB
  22. ~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp411.12MB
  23. ~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp46.36MB
  24. ~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp431.9MB
  25. ~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp412.99MB
  26. ~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp417.51MB
  27. ~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp429.99MB
  28. ~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp429.78MB
  29. ~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp45.09MB
  30. ~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.mp464.28MB
  31. ~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp425.32MB
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