Foundations of Data and Models: Regression Analytics

Course Info

Length: 1 Week

Type: Online

Available Dates

Fees

  • Apr-08-2024

    1,570

  • May-13-2024

    1,570

  • June-10-2024

    1,570

  • July-08-2024

    1,570

  • Aug-12-2024

    1,570

  • Sep-09-2024

    1,570

  • Oct-14-2024

    1,570

  • Nov-11-2024

    1,570

  • Dec-09-2024

    1,570

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