Starting with zero deep learning knowledge, this foundational course will guide you to effectively train cutting-edge models for image classification purposes. From analyzing medical images to recognizing traffic signs, classification is important for many applications. Classification models also serve as the backbone for more complicated object detection models. Through … [Read more...] about Introduction to Deep Learning for Computer Vision
Electrical Engineering
The Road to Autonomy: Exploring EV Technologies
Electric Vehicle Autonomous Technologies is a dynamic and forward-looking course that covers the transformative realm of autonomous electric vehicles (AEVs). In an era where transportation is on the brink of a revolution, this course provides a setting to analyze the fusion of electric propulsion and autonomous driving. It explores the convergence of cutting-edge technologies … [Read more...] about The Road to Autonomy: Exploring EV Technologies
Design of Transmission Line: Modelling and Performance
This course is designed to provide a detailed exploration of the critical elements involved in transmission lines' design, modeling, and performance assessment. By enrolling in this course, participants will not only gain theoretical knowledge but also practical skills that are directly applicable in the field of transmission line engineering. Whether you're a student aspiring … [Read more...] about Design of Transmission Line: Modelling and Performance
Modern Topics in Condensed Matter Physics
This course will begin by discussing superconductivity - a central example of a macroscopic phenomenon. It will then proceed to discuss various modern topics in quantum condensed matter physics, including fractionalization, anyon statistics, topology, and non-equilibrium phases. The course aims to provide learners with an appreciation for some modern topics in condensed … [Read more...] about Modern Topics in Condensed Matter Physics
Batteries and Electric Vehicles
Batteries and Electric Vehicles: This course will focus on aspects of battery performance in zero emission vehicles, EV charger networks and second life applications of EV batteries, and standards and regulatory requirements. … [Read more...] about Batteries and Electric Vehicles