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Foundations of Data Science – Lecture 1

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Modern data often consists of feature vectors with a large number of features. High-dimensional geometry and Linear Algebra (Singular Value Decomposition) are two of the crucial areas which form the mathematical foundations of Data Science. This mini-course covers these areas, providing intuition and rigorous proofs. Connections between ...

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Berkeley Data Science Program | No GRE Test Scores Required
https://info.ischoolonline.berkeley.edu › Data-Science › Online-Masters
广告UC Berkeley Prepares You to Become a Leader in the Field of Data Science. Learn More. Lever…
GMAT Required · Small, Online Class Sizes · On-Campus Immersion · Bachelor's Required
Courses: Machine Learning, Data Visualization, Big Data, Experimental Design
- What is Data Science ·
- Courses ·
- Career Outcomes ·
- Course Descriptions