This lecture covers the Lagrange Multipliers Theorem, which provides necessary conditions for an extremum. It explains the theorem's demonstration step by step, showing how to find extrema under constraints. The lecture also discusses implicit functions, demonstrating how to find extrema without constraints and how to handle implicit functions. It concludes with examples and applications of the theorem.