#24 Unconstrained Multivariate Optimization | Part 1 | Data Science for Engineers

Welcome to 'Data Science for Engineers' course ! This lecture focuses on univariate unconstrained optimization, where the objective function has a single variable and no constraints. It covers: Conditions for optimality (first and second derivative tests) Numerical methods for finding optimal solutions, such as gradient descent Applications of univariate optimization in data science NPTEL Courses permit certifications that can be used for Course Credits in Indian Universities as per the UGC and AICTE notifications. To understand various certification options for this course, please visit https://nptel.ac.in/courses/106106179 #UnivariateOptimization #UnconstrainedOptimization #OptimizationAlgorithms