Professional Certificate in Data Science with Spectral Clustering
-- ViewingNowThe Professional Certificate in Data Science with Spectral Clustering is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This program covers a wide range of topics including data manipulation, data analysis, data visualization, and machine learning algorithms, with a particular focus on spectral clustering.
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โข Unit 1: Introduction to Data Science & Spectral Clustering
โข Unit 2: Data Preprocessing & Cleaning
โข Unit 3: Statistical Analysis in Data Science
โข Unit 4: Data Visualization Techniques
โข Unit 5: Machine Learning Fundamentals
โข Unit 6: Spectral Clustering Algorithm: Theory & Implementation
โข Unit 7: Applying Spectral Clustering in Real-world Scenarios
โข Unit 8: Advanced Topics: Spectral Clustering Optimization & Applications
โข Unit 9: Data Science Project: Applying Spectral Clustering
โข Unit 10: Data Science Best Practices & Ethics
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