Professional Certificate in Text Analysis: Analyzing Text Data
-- ViewingNowThe Professional Certificate in Text Analysis: Analyzing Text Data is a comprehensive course that equips learners with critical skills in text analysis, an increasingly important field in today's data-driven world. This program covers essential concepts such as text mining, natural language processing, and machine learning algorithms.
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โข Unit 1: Introduction to Text Analysis
โข Unit 2: Data Preprocessing for Text Data
โข Unit 3: Natural Language Processing (NLP) Basics
โข Unit 4: Text Vectorization Techniques
โข Unit 5: Unsupervised Learning for Text Analysis
โข Unit 6: Supervised Learning for Text Classification
โข Unit 7: Topic Modeling and Latent Dirichlet Allocation (LDA)
โข Unit 8: Sentiment Analysis and Aspect-Based Sentiment Analysis
โข Unit 9: Evaluation Metrics for Text Analysis
โข Unit 10: Ethical Considerations and Real-World Applications in Text Analysis
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