Oracle Cloud Infrastructure AI Foundations Associate: Deep Learning

Within the curriculum of the OCI 2025 Foundations Associate certification, deep learning forms a key component of the machine learning domain. Its integral to comprehend foundational deep learning concepts, including neurons, neural networks, convolutional neural networks (CNNs) for image processing, and recurrent neural networks (RNNs) for natural language tasks.In this course, learn about deep learning and compare it with traditional machine learning approaches. Next, discover the core building blocks of deep learning systems, such as neurons, activation functions, and neural network architectures. Finally, examine the process of training neural networks and how it differs from training simpler models like regression.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.