Professional Certificate Text Mining: Smart Marketing Systems
-- ViewingNowThe Professional Certificate in Text Mining: Smart Marketing Systems is a comprehensive course that empowers learners with essential skills in data analysis and marketing. This program highlights the importance of leveraging text data to drive marketing strategies, a highly sought-after skill in today's data-driven economy.
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โข Unit 1: Introduction to Text Mining & Smart Marketing Systems
โข Unit 2: Data Preprocessing for Text Mining
โข Unit 3: Natural Language Processing (NLP) Techniques
โข Unit 4: Text Mining Methods: Term Frequency & Inverse Document Frequency
โข Unit 5: Topic Modeling: Latent Dirichlet Allocation (LDA) & Non-Negative Matrix Factorization (NMF)
โข Unit 6: Sentiment Analysis: Concepts & Applications
โข Unit 7: Text Classification: Supervised Learning Approaches
โข Unit 8: Text Clustering: Unsupervised Learning Approaches
โข Unit 9: Machine Learning Algorithms in Text Mining
โข Unit 10: Real-World Applications of Text Mining in Smart Marketing Systems
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