Place: Department of Mathematics B.M.S. College of Engineering (Autonomous Institute, Affiliated to VTU) Accredited with NAAC A++ Bull Temple Road, Bengaluru – 560 019. India
Place: Department of Mathematics B.M.S. College of Engineering (Autonomous Institute, Affiliated to VTU) Accredited with NAAC A++ Bull Temple Road, Bengaluru – 560 019. India
Application deadline: 14 May, 2023
Major Couse Contents:
Introduction to Data Science
Data Science Tools-Python and R
Mathematical foundation for Data
Science
o Linear Algebra and Probability
o Dimension Reduction using SVD
o Principle Component Analysis
o Support Vector Machines
o Optimization Using Linear
Programming
o Regression and Correlation Analysis
Data Visualization and Exploratory data
analysis
Data Science Model Building
o Mathematical Modelling-Model
Building with Python/R.
Course Objective
Acquire mathematical foundation on data
science
Build and deploy data science model
Stay Industry relevant and grow in career
