Introduction

Welcome to Generative AI in Practice: Advanced Insights and Operations. I’m Dr. Mohsen Amiribesheli, and I’m thrilled to guide you through the exciting realm of Generative AI. This course goes beyond theory to demonstrate how these techniques are applied in real-world scenarios.

With years of experience navigating the evolving AI landscape, I understand the challenges of moving from proof-of-concept to full-scale implementation. Given the current demand for hands-on Generative AI expertise, this curriculum is designed to equip you with practical skills for driving innovation.

Since you already have a solid background in basic AI concepts and programming, we’ll dive straight into advanced topics using dynamic, interactive sessions that mirror the multifaceted challenges of real AI projects.

Course Overview

• A historical journey through AI—from early rule-based systems to modern generative technologies.
• High-level exploration of large language model architectures, including transformers and attention mechanisms.
• Emphasis on ethical considerations and responsible AI practices for balanced, real-world deployments.

Practical Implementation

You’ll learn how to operationalize AI models in enterprise environments using leading platforms and tooling. We’ll cover best practices for deployment, monitoring, and maintenance to ensure robust, scalable AI solutions.

Advanced Integration and Applications

Finally, we’ll examine strategies for incorporating real-time data, semantic matching, and dynamic embeddings to enhance contextual responses across industries such as finance, healthcare, and customer service.

Let’s embark on this transformative journey together and unlock the full potential of Generative AI in practice.