Postgraduate Certificate in AI-Powered Data Science and Visualization
-- ViewingNowThe Postgraduate Certificate in AI-Powered Data Science and Visualization is a cutting-edge course designed to equip learners with essential skills for career advancement in today's data-driven world. This program focuses on the critical intersection of artificial intelligence, data science, and visualization, providing learners with a comprehensive understanding of how to analyze, interpret, and communicate complex data sets using AI-powered tools and techniques.
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โข Unit 1: Introduction to AI & Data Science
โข Unit 2: Mathematics for Data Science (Linear Algebra, Calculus, Probability)
โข Unit 3: Programming for Data Science (Python, R)
โข Unit 4: Machine Learning Essentials
โข Unit 5: Deep Learning Fundamentals
โข Unit 6: Data Visualization Techniques (Matplotlib, Seaborn, Tableau)
โข Unit 7: AI-Powered Data Visualization (Python libraries, R Shiny)
โข Unit 8: Advanced Machine Learning Topics (Ensemble Methods, SVM)
โข Unit 9: Natural Language Processing (Text Preprocessing, Named Entity Recognition)
โข Unit 10: Ethical Considerations in AI & Data Science
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