Lagrange Multipliers

1. 1Define the Lagrangian function using the objective function and constraints
2. 2Compute the gradient of the Lagrangian function
3. 3Set the gradient equal to zero to find the stationary points
4. 4Solve the system of equations to find the optimum
5. 5Check the second-order conditions to confirm the nature of the optimum

Data scientists and machine learning engineers can benefit from this knowledge to optimize functions with constraints in their models

💡 The Lagrange Multipliers method is used to find the maximum or minimum of a function subject to one or more constraints

📈 Optimize functions with constraints using Lagrange Multipliers! 📝