Fundamental MATLAB Programming for AI

This course is part of Applied AI for Engineers and Scientists: Foundations Specialization

Instructor: Bo Liu

What you'll learn

  •   Learn MATLAB fundamentals, particularly those that are useful for applying AI techniques using MATLAB.
  • Skills you'll gain

  •   Matlab
  •   Plot (Graphics)
  •   Programming Principles
  •   Machine Learning
  •   Scripting
  •   Artificial Intelligence
  •   Debugging
  •   Data Cleansing
  •   Data Structures
  •   Computer Programming
  •   Data Manipulation
  •   Program Development
  • There are 3 modules in this course

    In this course, MATLAB fundamentals, particularly those that are useful for applying AI techniques using MATLAB, are introduced. This includes manipulating variables and matrices in MATLAB, MATLAB scripts, graphs, using built-in functions, defining and using custom functions, conditionals and program control, loops, table arrays and cell arrays to manipulate data, categorical data and one-hot encoding of them, etc. Case studies will be provided for writing objective functions in engineering optimization and data cleaning for building machine learning models, which are the fundamentals of Courses 2 and 3. In partnership with MathWorks, enrolled students have access to MATLAB for the duration of the course.

    Produce Effective MATLAB Programs for Science and Engineering Problems

    Get Ready to Learn AI using MATLAB

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