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

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

magnet:?xt=urn:btih:34B57DF74EE8E1F70807B13B23138E17B5864E36&dn=%5B%20TutSala.com%20%5D%20Udemy%20-%20Data%20Science%20-%20Sentiment%20Analysis%20-%20Model%20Building%20Deployment

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Torrent Hash:

34B57DF74EE8E1F70807B13B23138E17B5864E36

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Content Size:

964.11MB

Convert On:

2021-10-16

Keywords:

TutSala com Udemy Data Science Sentiment Analysis Model Building Deployment

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magnet:?xt=urn:btih:34B57DF74EE8E1F70807B13B23138E17B5864E36&dn=%5B%20TutSala.com%20%5D%20Udemy%20-%20Data%20Science%20-%20Sentiment%20Analysis%20-%20Model%20Building%20Deployment

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File Name

Size

Get Bonus Downloads Here.url

177B

~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.mp4

6.81MB

~Get Your Files Here !/1. Introduction and Getting Started/1. Project Overview.srt

2.03KB

~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/2. About NLP and Sentiment Analysis.srt

1.3KB

~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/3. High Level Overview of the steps to be performed.srt

1.42KB

~Get Your Files Here !/1. Introduction and Getting Started/4. Installing Packages.mp4

10.71MB

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

1.73KB

~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/1. Updating your Project directory.srt

3.66KB

~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/2. Pushing your code to Github repository.srt

3.25KB

~Get Your Files Here !/10. Deploying the project on Heroku Platform/3. Project deployment on Heroku Platform.mp4

35.59MB

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

6.46KB

~Get Your Files Here !/11. Project Files and Code/1. Full Project Code.html

90B

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/Procfile

40B

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/README.md

2.41KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/app.py

8.47KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/sentiment.jpg

378.58KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/testdata.csv

3.05MB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/data/training.1600000.processed.noemoticon.csv

227.74MB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/gitignore

30B

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/Sentiment-LR.pickle

3.82MB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/models/vectoriser.pickle

58.6MB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/nltk.txt

215B

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/Sentiment_Analysis_Tweet_LemmatizingWithPOS.ipynb

1000.79KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_DefaultLemmatizer-checkpoint.ipynb

1000.44KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/notebooks/ipynb_checkpoints/Sentiment_Analysis_Tweet_LemmatizingWithPOS-checkpoint.ipynb

999.48KB

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/requirements.txt

110B

~Get Your Files Here !/11. Project Files and Code/sentiment-analysis-app/setup.sh

141B

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/1. Importing Libraries.mp4

15.18MB

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

2.74KB

~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/2. Loading the data from source.srt

1.77KB

~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/3. Understanding the data.srt

3.85KB

~Get Your Files Here !/2. Data Understanding, Exploration & Preparation/4. Preparing the data for pre-processing.mp4

17.11MB

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

3.38KB

~Get Your Files Here !/3. Data Pre-processing/1. Pre-processing steps overview.mp4

27.39MB

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

4.69KB

~Get Your Files Here !/3. Data Pre-processing/2. Custom Pre-processing functions.mp4

83.49MB

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

12.65KB

~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/3. About POS tagging and Lemmatization.srt

2.7KB

~Get Your Files Here !/3. Data Pre-processing/4. POS tagging and lemmatization in action.mp4

37.57MB

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

7.29KB

~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/1. Creating a word cloud of positive and negative tweets.srt

4.9KB

~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 !/4. Data Analysis/2. Most frequent set of words in the dataset for positive and negative cases.srt

5.43KB

~Get Your Files Here !/5. Data Preparation/1. Train Test Split.mp4

8.13MB

~Get Your Files Here !/5. Data Preparation/1. Train Test Split.srt

1.47KB

~Get Your Files Here !/5. Data Preparation/2. About TF-IDF Vectorizer.mp4

20.66MB

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

4.16KB

~Get Your Files Here !/5. Data Preparation/3. TF-IDF Vectorizer in action.mp4

12.46MB

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

2.72KB

~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.mp4

9.5MB

~Get Your Files Here !/6. Classification Metrics/1. About Confusion Matrix.srt

2.76KB

~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.mp4

11.12MB

~Get Your Files Here !/6. Classification Metrics/2. About Classification Report.srt

2.59KB

~Get Your Files Here !/6. Classification Metrics/3. About AUC-ROC.mp4

6.36MB

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

1.62KB

~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/1. Creating a common Model Evaluation function.srt

6.02KB

~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/2. Checking for model performance across a wide range of models.srt

3.16KB

~Get Your Files Here !/7. Model Building and Evaluation/3. Final Inference and saving the models.mp4

17.51MB

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

3.43KB

~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/1. Testing the model on unknown datasets.srt

5.97KB

~Get Your Files Here !/8. Model in Action/2. Testing the model on unknown datasets – Excel option.mp4

29.78MB

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

5.67KB

~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/1. What is Streamlit and Installation steps.srt

1.71KB

~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/2. Creating an user interface to interact with our created model.srt

11.47KB

~Get Your Files Here !/9. Running the model on a local Server/3. Running the model on Local Streamlit Server.mp4

25.32MB

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

5.24KB

~Get Your Files Here !/Bonus Resources.txt

357B

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