Certificate in Text Mining for Marketing Essentials
-- ViewingNowThe Certificate in Text Mining for Marketing Essentials is a comprehensive course that equips learners with the essential skills to thrive in the data-driven marketing industry. This course emphasizes the importance of text mining in analyzing consumer behavior, preferences, and trends, thereby enabling businesses to make informed decisions and drive growth.
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โข Introduction to Text Mining & Marketing Analytics
โข Data Collection & Preprocessing for Text Mining
โข Natural Language Processing (NLP) Fundamentals
โข Text Mining Techniques: Term Frequency & Inverse Document Frequency (TF-IDF)
โข Sentiment Analysis in Marketing
โข Topic Modeling: Latent Dirichlet Allocation (LDA) & Non-Negative Matrix Factorization (NMF)
โข Text Mining Tools & Software: R, Python, & Gensim
โข Text Visualization & Interpretation
โข Text Mining Applications in Marketing: Customer Segmentation, Brand Monitoring, & Churn Prediction
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