Professional Certificate in Applied Text Mining using Data Science
-- ViewingNowThe Professional Certificate in Applied Text Mining using Data Science is a comprehensive course that equips learners with essential skills in text mining and natural language processing. This program emphasizes the importance of extracting valuable insights from unstructured text data, a critical aspect of modern data science.
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โข Unit 1: Introduction to Text Mining and Data Science
โข Unit 2: Data Preprocessing and Cleaning Techniques
โข Unit 3: Natural Language Processing (NLP) Fundamentals
โข Unit 4: Text Data Structures and Representations
โข Unit 5: Exploratory Data Analysis for Text Data
โข Unit 6: Feature Extraction and Selection Methods
โข Unit 7: Supervised Learning Models in Text Mining
โข Unit 8: Unsupervised Learning Techniques for Text Analysis
โข Unit 9: Evaluation Metrics and Model Selection
โข Unit 10: Real-World Applications and Case Studies in Applied Text Mining
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