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

磁力链接/BT种子名称

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

磁力链接/BT种子简介

种子哈希：34b57df74ee8e1f70807b13b23138e17b5864e36
文件大小：964.11M
已经下载：957次
下载速度：极快
收录时间：2022-04-17
最近下载：2025-05-30

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文件列表

  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/training.1600000.processed.noemoticon.csv 238.8 MB
  • ~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4 87.5 MB
  • ~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.mp4 67.4 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/vectoriser.pickle 61.4 MB
  • ~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4 39.4 MB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4 37.3 MB
  • ~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp4 35.9 MB
  • ~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp4 33.5 MB
  • ~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp4 31.9 MB
  • ~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp4 31.4 MB
  • ~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4 31.2 MB
  • ~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4 28.7 MB
  • ~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4 26.5 MB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp4 21.7 MB
  • ~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4 21.7 MB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp4 18.4 MB
  • ~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4 18.4 MB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4 17.9 MB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp4 16.0 MB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4 15.9 MB
  • ~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp4 13.6 MB
  • ~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp4 13.1 MB
  • ~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp4 12.8 MB
  • ~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp4 11.7 MB
  • ~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp4 11.2 MB
  • ~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp4 10.0 MB
  • ~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp4 8.5 MB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp4 7.4 MB
  • ~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4 7.1 MB
  • ~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp4 6.7 MB
  • ~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp4 5.9 MB
  • ~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp4 5.8 MB
  • ~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp4 5.3 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/Sentiment-LR.pickle 4.0 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/testdata.csv 3.2 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/Sentiment_Analysis_Tweet_LemmatizingWithPOS.ipynb 1.0 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_DefaultLemmatizer-checkpoint.ipynb 1.0 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_LemmatizingWithPOS-checkpoint.ipynb 1.0 MB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/sentiment.jpg 387.7 kB
  • ~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.srt 13.0 kB
  • ~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.srt 11.7 kB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/app.py 8.7 kB
  • ~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.srt 7.5 kB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.srt 6.6 kB
  • ~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.srt 6.2 kB
  • ~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.srt 6.1 kB
  • ~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.srt 5.8 kB
  • ~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.srt 5.6 kB
  • ~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.srt 5.4 kB
  • ~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.srt 5.0 kB
  • ~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.srt 4.8 kB
  • ~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.srt 4.3 kB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.srt 3.9 kB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.srt 3.7 kB
  • ~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.srt 3.5 kB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.srt 3.5 kB
  • ~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.srt 3.3 kB
  • ~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.srt 3.2 kB
  • ~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.srt 2.8 kB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.srt 2.8 kB
  • ~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.srt 2.8 kB
  • ~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.srt 2.8 kB
  • ~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.srt 2.7 kB
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/README.md 2.5 kB
  • ~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.srt 2.1 kB
  • ~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.srt 1.8 kB
  • ~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.srt 1.8 kB
  • ~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.srt 1.8 kB
  • ~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.srt 1.7 kB
  • ~Get Your Files Here !/5. Data Preparation/1. Train Test Split.srt 1.5 kB
  • ~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.srt 1.4 kB
  • ~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.srt 1.3 kB
  • ~Get Your Files Here !/Bonus Resources.txt 357 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/nltk.txt 215 Bytes
  • Get Bonus Downloads Here.url 177 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/setup.sh 141 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/requirements.txt 110 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/1. Full Project Code.html 90 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/Procfile 40 Bytes
  • ~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/gitignore 30 Bytes

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