This reference contains problems and solutions in introductory applied mathematics for the following areas: vector and matrix algebra, differential and integral calculus, transforms, and ordinary and partial differential equations. The focus is on understanding material for solving problems related to the following disciplines: statistics, engineering and the natural sciences, advanced software development, economics and finance, climate analysis, and other data-driven areas.