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MATH 1500: Analytic Geometry and Calculus I
MATH 1700: Calculus II
MATH 2300: Calculus III
MATH 4700: Advanced Calculus of One Real Variable I (Real Analysis)
STAT 4750: Probability Theory
COURSE DESCRIPTIONS:
Probability Limit Theorems
Limits, Continuity, Derivatives, Integrals
Infinite Series
Vectors
Calculus of Several Variables
Topology of the Real Line
Riemann Integration
Power Series, Sequences, Series
Lipschitz continuity, Cauchy Distribution
Polar and Cylindrical Coordinates
Applications to calculus based physics
Taylor Polynomial Approximations
HOW IS IT USEFUL IN DATA SCIENCE?
Calculus is used significantly in machine learning algorithms. With Gradient Descent, Series, divergence and convergence, Calculus is a pillar for data science. Read up on Medium's post about Calculus and its application in Data Science.