Oracle Cloud Infrastructure AI Foundations Associate: Using CNNs for Image Processing

Working with image and video data has been one of the breakthrough applications of deep learning, and image and video processing via AI and ML systems is omnipresent. Convolutional neural networks (CNNs) are the core building blocks.In this course, explore the need for image preprocessing and how image recognition is a core use case in AI-driven image processing. Next, learn about the architecture of CNNs and why they are so effective for working with image data. Finally, examine the internal components of CNNs, including convolutional and pooling layers, and their critical roles in feature extraction and dimensionality reduction.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.