Algebraic topology is a branch of mathematics that studies the properties of shapes and spaces using algebraic tools, such as groups and rings, to analyze their topological features. As startups increasingly rely on data analysis and machine learning, algebraic topology is becoming relevant to the tech community, providing new methods for data representation, pattern recognition, and network analysis, and enabling innovative applications in areas like computer vision, natural language processing, and network science.