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[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment
magnet:?xt=urn:btih:34b57df74ee8e1f70807b13b23138e17b5864e36&dn=[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment
磁力链接详情
Hash值:
34b57df74ee8e1f70807b13b23138e17b5864e36
点击数:
164
文件大小:
667.47 MB
文件数量:
31
创建日期:
2021-10-18 03:59
最后访问:
2024-7-14 12:24
访问标签:
TutSala
com
Udemy
-
Data
Science
-
Sentiment
Analysis
-
Model
Building
Deployment
文件列表详情
~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4 6.81 MB
~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp4 5.65 MB
~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp4 5.54 MB
~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp4 10.71 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp4 15.21 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp4 17.55 MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4 35.59 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4 15.18 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp4 7.02 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp4 20.73 MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4 17.11 MB
~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4 27.39 MB
~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4 83.49 MB
~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp4 12.19 MB
~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4 37.57 MB
~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp4 34.27 MB
~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp4 30.38 MB
~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp4 8.13 MB
~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4 20.66 MB
~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp4 12.46 MB
~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp4 9.5 MB
~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp4 11.12 MB
~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp4 6.36 MB
~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp4 31.9 MB
~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp4 12.99 MB
~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4 17.51 MB
~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp4 29.99 MB
~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4 29.78 MB
~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp4 5.09 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 64.28 MB
~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4 25.32 MB
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