Professional Certificate in Math Topology and the Data Science Revolution
-- ViewingNowThe Professional Certificate in Math Topology and the Data Science Revolution is a crucial course that bridges the gap between advanced mathematics and data science. This program highlights the importance of topology in data science, a topic often overlooked in traditional data science training.
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โข Unit 1: Introduction to Topology and its Applications in Math & Data Science Revolution
โข Unit 2: Set Theory, Functions, and Relations
โข Unit 3: Point-Set Topology and Metric Spaces
โข Unit 4: Algebraic Topology and Fundamental Group
โข Unit 5: Homology Theory and Cohomology
โข Unit 6: Applications of Topology in Data Analysis
โข Unit 7: Persistent Homology and Topological Data Analysis
โข Unit 8: Topological Signal Processing
โข Unit 9: Machine Learning and Topological Data Analysis
โข Unit 10: Case Studies in Topological Data Science
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