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The case study focuses on the concept of Text Analysis, Text Pre-Processing and numerous Text Classification models to understand Customer Reviews on women clothing e-commerce and to classify whether each review consists of positive, negative, or neutral sentiment.
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Difficulty: AdvancedDesigned for those with a technical background or industry experience
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Duration: Approximately 3 hours
Case Overview
- The case familiarizes the learner with application of Text-Analytics techniques for retail professionals to clean, visualize and build a text classification model on clothing reviews.
- Conceptual understanding on how to apply EDA techniques such as Word Cloud on Text data to identify the most frequently occurring words in clothing review and their importance.
- The case helps in understanding various text mining operations to derive useful insights from the text data and draw conclusion from them.
- The case helps the learner to apply Text Classification model to analyze the customer reviews on women clothing e-commerce.
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