Fundamental MATLAB Programming for AI
Coursera
13 Courses
IIT Guwahati is a public engineering institution established in 1994 and located in Assam. It is one of the most prestigious engineering institutes in India and has been ranked 1st among all IITs in placements and research.
Overview
Gain a comprehensive introduction to MATLAB programming with the "Fundamental MATLAB Programming for AI" course offered by the prestigious Indian Institute of Technology Guwahati on Coursera. Designed to be an essential stepping stone for engineers, this course harnesses MATLAB's powerful toolboxes to simplify complex programming tasks and deliver outstanding AI results.
Comprising three detailed modules, this course equips students with critical MATLAB skills tailored for AI applications. Students will delve into variable and matrix manipulation, crafting MATLAB scripts, creating informative graphs, and utilizing both built-in and custom functions. Additionally, learners will explore conditionals, program control, loops, as well as table and cell array data handling.
The course also covers key concepts such as categorical data manipulation and one-hot encoding, providing a solid foundation for executing AI-driven tasks. Engage in practical case studies focusing on writing objective functions for engineering optimization and effectively cleaning data to construct robust machine learning models.
Upon completion, students will be prepared to advance into more specialized AI courses, armed with essential programming expertise. This course is perfect for those interested in Artificial Intelligence, Machine Learning, Programming, MATLAB, and Data Structures. Enroll now and unlock the potential of MATLAB in AI innovation.
