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[ TutSala.com ] Udemy - Data Science - Sentiment Analysis - Model Building Deployment
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2021-10-18 03:59
2024-12-8 07:15
205
667.47 MB
31
磁力链接
magnet:?xt=urn:btih:34b57df74ee8e1f70807b13b23138e17b5864e36
迅雷链接
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOjM0YjU3ZGY3NGVlOGUxZjcwODA3YjEzYjIzMTM4ZTE3YjU4NjRlMzZaWg==
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相关链接
TutSala
com
Udemy
-
Data
Science
-
Sentiment
Analysis
-
Model
Building
Deployment
文件列表
~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4
6.81MB
~Get Your Files Here !/1. Introduction and Getting Started/2. About NLP and Sentiment Analysis.mp4
5.65MB
~Get Your Files Here !/1. Introduction and Getting Started/3. High Level Overview of the steps to be performed.mp4
5.54MB
~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp4
10.71MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/1. Updating your Project directory.mp4
15.21MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/2. Pushing your code to Github repository.mp4
17.55MB
~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4
35.59MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4
15.18MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/2. Loading the data from source.mp4
7.02MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/3. Understanding the data.mp4
20.73MB
~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4
17.11MB
~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4
27.39MB
~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4
83.49MB
~Get Your Files Here !/3. Data Pre-processing/3. About POS tagging and Lemmatization.mp4
12.19MB
~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4
37.57MB
~Get Your Files Here !/4. Data Analysis/1. Creating a word cloud of positive and negative tweets.mp4
34.27MB
~Get Your Files Here !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.mp4
30.38MB
~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp4
8.13MB
~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4
20.66MB
~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp4
12.46MB
~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp4
9.5MB
~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp4
11.12MB
~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp4
6.36MB
~Get Your Files Here !/7. Model Building and Evaluation/1. Creating a common Model Evaluation function.mp4
31.9MB
~Get Your Files Here !/7. Model Building and Evaluation/2. Checking for model performance across a wide range of models.mp4
12.99MB
~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4
17.51MB
~Get Your Files Here !/8. Model in Action/1. Testing the model on unknown datasets.mp4
29.99MB
~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4
29.78MB
~Get Your Files Here !/9. Running the model on a local Server/1. What is Streamlit and Installation steps.mp4
5.09MB
~Get Your Files Here !/9. Running the model on a local Server/2. Creating an user interface to interact with our created model.mp4
64.28MB
~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4
25.32MB
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