Dmitri Mendeleev is credited with inventing the modern periodic table in 1869. He arranged elements by increasing atomic mass and left gaps for undiscovered elements, demonstrating remarkable predictive power. While others like Lavoisier and Cannizzaro contributed to chemistry, Mendeleev's periodic table was the breakthrough that established the modern system.