Mathematical Foundations for Machine Learning

ABOUT THE COURSE: This course will provide a holistic approach to the mathematical foundations for Machine Learning. The course is focussed on developing mathematical ideas, necessary for machine learning applications, through intuitions and visualizations.The course primarily focuses on three important mathematical domains, namely Linear Algebra Probabilty and Statistics and Multivariable Calculus, on which the ML and data science ideas are built. INTENDED AUDIENCE: BE/BTech/ME/MTech//BSc/MSc(Maths)/MCA PREREQUISITES: Basic Mathematics at school and undergraduate level INDUSTRY SUPPORT: Amazon, Flipkart, Robert Bosch, Qualcomm, Nvidia and Companies that are into Computer vision, Data Science, Robotics and Control