Foundations of Data and Models: Regression Analytics

Course Info

Length: 1 Week

Type: Online

Available Dates

Fees

  • Dec-09-2024

    1,770

  • Jan-27-2025

    1,770

  • Feb-24-2025

    1,770

  • Mar-31-2025

    1,770

  • Apr-28-2025

    1,770

  • May-26-2025

    1,770

  • June-30-2025

    1,770

  • July-28-2025

    1,770

  • Aug-25-2025

    1,770

  • Sep-22-2025

    1,770

  • Oct-27-2025

    1,770

  • Nov-24-2025

    1,770

  • Dec-22-2025

    1,770

Course Details

Course Outline

5 days course

  • Philosophy of Data and Models
  • Statistics
  • Straight Line Data Analysis
  • Least Squares
  • Levenberg-Marquardt and Ridge Regression Algorithms
  • Damped Least Squares Comparison
  • Stochastic Inverse
  • Singular Value Decomposition
  • Random and Grid-Search Methods
  • Simulated Annealing and Genetic Algorithms
  • Neural Networks
  • Parameter Error Estimates
  • Large Inverse Problems
  • Experimental Design

Course Video