Masterclass Certificate in Text Mining: Social Media Frontiers
-- ViewingNowThe Masterclass Certificate in Text Mining: Social Media Frontiers is a highly relevant course that equips learners with essential skills for career advancement in today's data-driven world. This certificate course focuses on the importance of text mining and social media data analysis, two critical areas of expertise in high demand across industries.
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โข Unit 1: Introduction to Text Mining & Social Media Data
โข Unit 2: Data Collection: APIs, Web Scraping & Public Data Sets
โข Unit 3: Data Preprocessing: Cleaning, Tokenization, and Normalization
โข Unit 4: Natural Language Processing (NLP) Fundamentals
โข Unit 5: Sentiment Analysis: Techniques & Applications
โข Unit 6: Topic Modeling & Topic Extraction: Latent Dirichlet Allocation (LDA)
โข Unit 7: Social Media Analytics: Metrics, Visualizations & Insights
โข Unit 8: Ethical Considerations & Data Privacy in Text Mining Social Media
โข Unit 9: Advanced Text Mining Techniques: Deep Learning & Word Embeddings
โข Unit 10: Text Mining Applications: Brand Monitoring, Competitive Analysis, & Market Research
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