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AI and Calculus: Mathematical Functions that Power Machine Learning (1 credit hours)
Calculus is the foundational mathematics for Artificial Intelligence (AI) and Machine Learning (ML).  It enables algorithms to learn, optimize, and improve by analyzing continuous change.  As we enter this next frontier of engineering technology, it is essential to understand what AI is and how it offers unique solutions to advance the productivity, profitability and performance of the design activities of engineers and architects.  It is important to have a firm grip on the basics of Calculus because it is foundational to AI and other mathematically intense pursuits.  Calculus is used very little by many engineers, and it is problematic that their skills with the discipline may have grown rusty from disuse.  The basics of functions used in Calculus will be revisited in this course.
James Thompson, PE

After completing this course, students will be able to:

    Describe how calculus and AI work together

    Explain common functions and their associated graphs

    Understand combining functions

    Understand shifting and scaling graphs

    Describe composite functions and composite AI

    Recognize trigonometric and periodic functions

    Understand benefits and potential pitfalls of graphing with software

    List common actions that can be modeled with exponential functions

    Describe inverse functions and logarithms

    Connect various types of functions with their applications in AI


Titan Continuing Education, Inc. | 1519 Dale Mabry Hwy, Ste 201 Lutz, FL 33548 | Toll Free: 800.960.8858 | Email: info@TitanCE.com .