Limits of Functions in Calculus for IT and Data Science

Understanding limits is essential for mastering calculus and core mathematical principles used in software development, machine learning, and data science. This text-based course guides you step-by-step through fundamental mathematical definitions, function behavior, and limit evaluation techniques. You will build a clear intuition for calculus, learning how functions behave as values approach specific points or infinity. What you'll learn: • Learn key calculus terminology, notation, and basic properties of limits. • Calculate limits using algebraic simplification, factoring, and trigonometric identities. • Master L'Hôpital's rule for resolving indeterminate forms like 0/0 and infinity/infinity. • Understand function continuity, one-sided limits, and vertical or horizontal asymptotes. • Connect limit concepts to asymptotic analysis and algorithm complexity foundations. • Apply limits as a stepping stone toward derivatives, gradients, and data science optimization models. The course starts with fundamental concepts and definitions before leading into practical limit techniques and technical applications. It is tailored for beginners, students, and aspiring data professionals with no prior calculus background required. Begin reading today to strengthen your mathematical background for IT.