Masterclass Certificate in Impactful Sentiment Analysis
-- ViewingNowThe Masterclass Certificate in Impactful Sentiment Analysis is a comprehensive course designed to equip learners with essential skills in sentiment analysis. This course is crucial in today's data-driven world, where businesses rely heavily on customer feedback to make informed decisions.
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โข Introduction to Sentiment Analysis · Natural Language Processing (NLP) · Opinion Mining
โข Data Preprocessing · Text Normalization · Tokenization
โข Feature Extraction · Bag of Words · Term Frequency-Inverse Document Frequency (TF-IDF)
โข Machine Learning Algorithms · Naive Bayes · Support Vector Machines (SVM)
โข Deep Learning Models · Recurrent Neural Networks (RNN) · Long Short-Term Memory (LSTM)
โข Evaluation Metrics · Accuracy · Precision · Recall · F1 Score
โข Real-World Applications · Social Media Monitoring · Customer Feedback Analysis
โข Ethical Considerations · Bias · Privacy
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