Week #1 - Introduction to Machine Learning and Reproducible Research
In the second part of our first lecture, we will embark on an exciting journey into the world of machine learning (ML) and the critical importance of reproducible research.
Machine Learning WUST 2024/2025
Week #9 - Convolutional Neural Networks
In today's lecture, we'll dive into Convolutional Neural Networks (CNNs) and their foundational role in computer vision. We'll explore how these specialized architectures leverage spatial relationships in visual data, their core building blocks, and how they've revolutionized image processing tasks from classification to segmentation.