Transcription of M.Sc Data Science - VIT
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M.Sc Data Science - VIT
SCHOOL OF ADVANCED SCIENCES Data Science ( MDT) Curriculum (2019-2020 onwards) Data Science Page 2 VISION STATEMENT OF VELLORE INSTITUTE OF TECHNOLOGY Transforming life through excellence in education and research. MISSION STATEMENT OF VELLORE INSTITUTE OF TECHNOLOGY World-class Education: Excellence in education, grounded in ethics and critical thinking, for improvement of life. Cutting edge Research: An innovation ecosystem to extend knowledge and solve critical problems. Impactful People: Happy, accountable, caring and effective workforce and students. Rewarding Co-creations: Active collaboration with national & international industries & universities for productivity and economic development. Service to Society: Service to the region and world through knowledge and compassion. VISION STATEMENT OF THE SCHOOL OF ADVANCED SCIENCES To be an internationally renowned department in teaching, innovative research and high impact publications toward addressing the current societal problems.
Module:5 Linear Algebra Basics 6 hours Matrices to represent relations between data, Linear algebraic operations on matrices – Matrix decomposition: Singular Value Decomposition (SVD) and Principal Component Analysis (PCA). Module:6 Data Pre-processing and Feature Selection 7 hours
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