The Evolution of Gen AI with RNNs (2024)

Welcome back to our AI journey! 🌟 Until now, we've explored the building blocks of Large Language Models (LLMs) and Generative AI (GenAI). But there's so much more to discover! In this video, we're diving deep into the fascinating world of Neural Networks, the hidden power behind AI. Specifically, we'll focus on Recurrent Neural Networks (RNNs), a specialized type with unique strengths and limitations. And guess what? We're also unveiling the secrets behind the incredible advancements in GenAI! What You'll Learn: Neural Networks Basics: Understand how interconnected nodes work together, much like the human brain, to process data and learn intricate patterns. Recurrent Neural Networks (RNNs): Discover how RNNs use memory to handle sequential data, making them ideal for tasks like language translation, speech recognition, and time series forecasting. Challenges & Limitations: Learn about the vanishing and exploding gradients problem in RNNs and how it impacts model training. The Evolution of GenAI: See why traditional RNNs struggled with scaling and how the introduction of Transformer architecture revolutionized the field. FOLLOW ME ON: ▶️ Main Channel: /bytemonk Timestamps - 00:00 - Introduction 00:31 - Neural Networks 04:08 - Vanishing and Exploding Gradients 08:27 - Computation Graph LinkedIn:   / bytemonk   System Design Interview Basics Playlist: ►   • System Design Interview Basics   AWS Certification: ►AWS Certified Cloud Practioner:    • How to Pass AWS Certified Cloud Practition...   ►AWS Certified Solution Architect Associate:    • How to Pass AWS Certified Solution Archite...   ►AWS Certified Solution Architect Professional:    • How to Pass AWS Certified Solution Archite...   #neuralnetworks #ai #artificialintelligence