Certificate in Text Network Analysis: Foundations and Applications
-- viewing nowThe Certificate in Text Network Analysis: Foundations and Applications is a comprehensive course that equips learners with essential skills for career advancement in the field of data analysis. This program covers the fundamentals of text network analysis and its applications, empowering learners to leverage the power of data to make informed decisions.
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Course Details
• <unit-1> Introduction to Text Network Analysis
• <unit-2> Text Preprocessing and Cleaning
• <unit-3> Creating Network Visualizations using Graph Theory
• <unit-4> Analyzing Network Structures and Metrics
• <unit-5> Natural Language Processing (NLP) Techniques in Text Network Analysis
• <unit-6> Social Network Analysis and its Application in Text Data
• <unit-7> Topic Modeling and Community Detection in Text Networks
• <unit-8> Sentiment Analysis and Emotion Detection using Text Networks
• <unit-9> Evaluation and Interpretation of Text Network Analysis Results
• <unit-10> Real-world Applications and Case Studies of Text Network Analysis
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