Machine learning and Lexicon approach to Sentiment analysis
Machine learning and Lexicon based approach to Sentiment analysis using Twitter API
What you’ll learn
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How to create twitter developer account and connect to twitter API
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Download Tweets, clean and store them in to Pandas DataFrame
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Learn about Tokenization, Lemmatization, Stemming and much more
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Perform Sentiment analysis with Vader and TextBlob lexicons
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Learn about Machine learning approach to Sentiment Analysis
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Build and test machine learning models
Requirements
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Basic Python knowledge (I explain each step so you can understand what I am doing)
Who this course is for:
- Beginner Python developers curious about data science
- Anyone who is interested in data analysis
- People who wants to include sentiment analysis for their projects
