Oracle Cloud Infrastructure AI Foundations Associate: Using RNNs for Natural Language Processing

Working with natural language, or everyday conversational language, has been one of the most significant breakthroughs enabled by AI and ML. While generative AI models represent the latest advances, they rely on the ability to process natural language data. The development of Recurrent Neural Networks (RNNs) marked the first step toward these breakthroughs.In this course, explore how RNNs differ from traditional feed-forward neural networks studied earlier. Next, discover the building blocks of RNNs, including recurrent neurons and long memory cells, and examine how their internal design contrasts with feed-forward neurons. Finally, learn how RNNs are applied in NLP, focusing on the role of feedback and memory mechanisms.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.