Udemy - Machine learning and Lexicon approach to Sentiment analysis

[ DevCourseWeb.com ] Machine learning and Lexicon approach to Sentiment analysis



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MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch

Genre: eLearning | Language: English + .srt | Duration: 23 lectures (3 hour, 25 mins) | Size: 1.53 GB

Machine learning and Lexicon based approach to Sentiment analysis using Twitter API

What you'll learn



How to create twitter developer account and connect to twitter API

Download Tweets, clean and store them in to Pandas DataFrame

Learn about Tokenization, Lemmatization, Stemming and much more

Perform Sentiment analysis with Vader and TextBlob lexicons

Learn about Machine learning approach to Sentiment Analysis

Build and test machine learning models



Requirements



Basic Python knowledge (I explain each step so you can understand what I am doing)



Use Winrar to Extract. And use a shorter path when extracting, such as C: drive



ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)



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