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Udemy - Performing Sentiment Analysis On Customer Reviews and Tweets

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31
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Description
[ DevCourseWeb.com ] Performing Sentiment Analysis On Customer Reviews & Tweets



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 11/2023

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 1.35 GB | Duration: 2h 58m



Learn how to perform sentiment analysis and emotion detection using TextBlob, NLTK, BERT, VADER, NRCLex, MultinomialNB



What you'll learn

Learn how to perform sentiment analysis on customer review data using TextBlob

Learn how to analyze emotional aspect of customer reviews using EmoLex

Learn how to perform sentiment analysis on twitter post data using VADER

Learn how to analyze emotional aspect of tweets using NRCLex

Learn how to predict sentiment of a tweet using BERT

Learn how to predict sentiment of a tweet using Multinomial Naive Bayes

Learn how to identify keywords that are frequently used in positive and negative customer reviews

Learn how to find correlation between customer ratings and sentiment

Case study: applying sentiment analysis on customer review dataset and predict if a review is more likely to be positive, negative or neutral

Learn factors that contribute to bias in customer reviews

Learn how to clean dataset by removing missing rows and duplicate values

Learn the basic fundamentals of sentiment analysis and its practical applications



Requirements

No previous experience in sentiment analysis is required

Basic knowledge in Python and NLP



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Performing Sentiment Analysis On Customer Reviews and Tweets
  • ~Get Your Files Here !/1 - Introduction/1 - Introduction to the Course.mp4 31.9 MB
  • ~Get Your Files Here !/1 - Introduction/2 - Sentiment-Analysis.pptx 1.8 MB
  • ~Get Your Files Here !/1 - Introduction/2 - Table of Contents.mp4 18.6 MB
  • ~Get Your Files Here !/1 - Introduction/3 - Whom This Course is Intended for.mp4 11.8 MB
  • ~Get Your Files Here !/10 - Finding Correlation Between Customer Rating and Sentiment/13 - Finding Correlation Between Customer Rating and Sentiment.mp4 89.8 MB
  • ~Get Your Files Here !/11 - Identifying Keywords That are Frequently Used in Positive Negative Review/14 - Identifying Keywords That are Frequently Used in Positive Negative Review.mp4 165.7 MB
  • ~Get Your Files Here !/12 - Analyzing Emotional Aspect of Customer Review with EmoLex/15 - Analyzing Emotional Aspect of Customer Review with EmoLex.mp4 71.6 MB
  • ~Get Your Files Here !/13 - Performing Sentiment Analysis on Hotel Review Data with TextBlob/16 - Performing Sentiment Analysis on Hotel Review Data with TextBlob.mp4 83.4 MB
  • ~Get Your Files Here !/14 - Analyzing Emotional Aspect of Tweets with NRCLex/17 - Analyzing Emotional Aspect of Tweets with NRCLex.mp4 147.5 MB
  • ~Get Your Files Here !/15 - Performing Sentiment Analysis on Twitter Post Data with VADER/18 - Performing Sentiment Analysis on Twitter Post Data with VADER.mp4 73.6 MB
  • ~Get Your Files Here !/16 - Predicting Tweet Sentiment with BERT/19 - Predicting Tweet Sentiment with BERT.mp4 113.4 MB
  • ~Get Your Files Here !/17 - Predicting Tweet Sentiment with Multinomial Naive Bayes/20 - Predicting Tweet Sentiment with Multinomial Naive Bayes.mp4 111.8 MB
  • ~Get Your Files Here !/18 - Conclusion Summary/21 - Conclusion Summary.mp4 69.5 MB
  • ~Get Your Files Here !/2 - Tools IDE and Datasets/4 - Tools IDE and Datasets.mp4 93.2 MB
  • ~Get Your Files Here !/3 - Introduction to Sentiment Analysis/5 - Introduction to Sentiment Analysis.mp4 39.9 MB
  • ~Get Your Files Here !/4 - How Sentiment Analysis Works/6 - Case-Study-Sentiment-Analysis.png 683 KB
  • ~Get Your Files Here !/4 - How Sentiment Analysis Works/6 - Sentiment Analysis Case Study.mp4 67.7 MB
  • ~Get Your Files Here !/5 - Factors That Contribute to Bias in Customer Review/7 - Factors That Contribute to Bias in Customer Review.mp4 24.2 MB
  • ~Get Your Files Here !/6 - Setting Up Google Colab IDE/8 - Google Colab IDE.txt 34 B
  • ~Get Your Files Here !/6 - Setting Up Google Colab IDE/8 - Setting Up Google Colab IDE.mp4 34.2 MB
  • ~Get Your Files Here !/7 - Finding Downloading Datasets From Kaggle/9 - Finding Downloading Datasets From Kaggle.mp4 82.8 MB
  • ~Get Your Files Here !/7 - Finding Downloading Datasets From Kaggle/9 - Kaggle.txt 23 B
  • ~Get Your Files Here !/8 - Project Preparation/10 - Uploading Dataset to Google Colab.mp4 8.7 MB
  • ~Get Your Files Here !/8 - Project Preparation/11 - Quick Overview of Hotel Review Dataset.mp4 18.5 MB
  • ~Get Your Files Here !/8 - Project Preparation/Datasets/hotel_reviews.csv 1.2 MB
  • ~Get Your Files Here !/8 - Project Preparation/Datasets/Tweets.csv 3.3 MB
  • ~Get Your Files Here !/8 - Project Preparation/__MACOSX/Datasets/_hotel_reviews.csv 276 B
  • ~Get Your Files Here !/8 - Project Preparation/__MACOSX/Datasets/_Tweets.csv 276 B
  • ~Get Your Files Here !/8 - Project Preparation/__MACOSX/_Datasets 210 B
  • ~Get Your Files Here !/9 - Cleaning Dataset by Removing Missing Values Duplicates/12 - Cleaning Dataset by Removing Missing Values Duplicates.mp4 21 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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