By the end of this course, students will:

  • Understand the fundamentals of Linux and Ubuntu.
  • Navigate the Linux file system and use the command line effectively.
  • Perform essential system administration tasks.
  • Write basic shell scripts to automate tasks.
  • Set up and manage ROS2 on Ubuntu.

Course Objectives

Provide students with an in-depth understanding of power semiconductor devices and power converter topologies (AC/DC, DC/DC, AC/AC, DC/AC).

This course introduces the fundamental concepts and applications of machine learning, with a focus on supervised and unsupervised learning techniques. It covers feature extraction and preprocessing and presents well-known machine learning algorithms used for classification, regression, and clustering.

The course emphasizes hands-on experience, enabling students to implement, tune, and evaluate ML models. By the end of the course, students will be able to apply machine learning techniques to real-world data and assess model performance effectively.