Udemy - Performing Sentiment Analysis On Customer Reviews and Twe...

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - Introduction to the Course.mp4 (31.9 MB)
• 2 - Sentiment-Analysis.pptx (1.8 MB)
• 2 - Table of Contents.mp4 (18.6 MB)
• 3 - Whom This Course is Intended for.mp4 (11.8 MB)
10 - Finding Correlation Between Customer Rating and Sentiment
• 13 - Finding Correlation Between Customer Rating and Sentiment.mp4 (89.8 MB)
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)
12 - Analyzing Emotional Aspect of Customer Review with EmoLex
• 15 - Analyzing Emotional Aspect of Customer Review with EmoLex.mp4 (71.6 MB)
13 - Performing Sentiment Analysis on Hotel Review Data with TextBlob
• 16 - Performing Sentiment Analysis on Hotel Review Data with TextBlob.mp4 (83.4 MB)
14 - Analyzing Emotional Aspect of Tweets with NRCLex
• 17 - Analyzing Emotional Aspect of Tweets with NRCLex.mp4 (147.5 MB)
15 - Performing Sentiment Analysis on Twitter Post Data with VADER
• 18 - Performing Sentiment Analysis on Twitter Post Data with VADER.mp4 (73.6 MB)
16 - Predicting Tweet Sentiment with BERT
• 19 - Predicting Tweet Sentiment with BERT.mp4 (113.4 MB)
17 - Predicting Tweet Sentiment with Multinomial Naive Bayes
• 20 - Predicting Tweet Sentiment with Multinomial Naive Bayes.mp4 (111.8 MB)
18 - Conclusion Summary
• 21 - Conclusion Summary.mp4 (69.5 MB)
2 - Tools IDE and Datasets
• 4 - Tools IDE and Datasets.mp4 (93.2 MB)
3 - Introduction to Sentiment Analysis
• 5 - Introduction to Sentiment Analysis.mp4 (39.9 MB)
4 - How Sentiment Analysis Works
• 6 - Case-Study-Sentiment-Analysis.png (683.0 KB)
• 6 - Sentiment Analysis Case Study.mp4 (67.7 MB)
5 - Factors That Contribute to Bias in Customer Review
• 7 - Factors That Contribute to Bias in Customer Review.mp4 (24.2 MB)
6 - Setting Up Google Colab IDE
• 8 - Google Colab IDE.txt (0.0 KB)
• 8 - Setting Up Google Colab IDE.mp4 (34.2 MB)
7 - Finding Downloading Datasets From Kaggle
• 9 - Finding Downloading Datasets From Kaggle.mp4 (82.8 MB)
• 9 - Kaggle.txt (0.0 KB)
8 - Project Preparation
• 10 - Uploading Dataset to Google Colab.mp4 (8.7 MB)
• 11 - Quick Overview of Hotel Review Dataset.mp4 (18.5 MB)
Datasets
• Tweets.csv (3.3 MB)
• hotel_reviews.csv (1.2 MB)
__MACOSX Datasets
• _Tweets.csv (0.3 KB)
• _hotel_reviews.csv (0.3 KB)
• _Datasets (0.2 KB)
9 - Cleaning Dataset by Removing Missing Values Duplicates
• 12 - Cleaning Dataset by Removing Missing Values Duplicates.mp4 (21.0 MB)
• Bonus Resources.txt (0.4 KB)