[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment番号下载_[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment番号下载_[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment下载

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

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种子名称： [ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment
文件类型：视频
文件数目： 31个文件
文件大小： 667.47 MB
收录时间： 2021-10-18 03:59
已经下载： 3次
资源热度： 218
最近下载： 2025-1-4 08:09

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

~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp46.81MB

~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp45.65MB

~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp45.54MB

~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp410.71MB

~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp415.21MB

~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp417.55MB

~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp435.59MB

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp415.18MB

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp47.02MB

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp420.73MB

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp417.11MB

~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp427.39MB

~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp483.49MB

~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp412.19MB

~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp437.57MB

~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp434.27MB

~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp430.38MB

~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp48.13MB

~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp420.66MB

~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp412.46MB

~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp49.5MB

~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp411.12MB

~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp46.36MB

~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp431.9MB

~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp412.99MB

~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp417.51MB

~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp429.99MB

~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp429.78MB

~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp45.09MB

~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

~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp425.32MB