GenAI & Predictive AI Architecture Foundations: A Behind-the-Scenes Look at AI Systems
Thomas Erl
LinkedIn Top Voice | Best-Selling Author and Speaker | Digital Business Technology Thought Leader | LinkedIn Learning Instructor | YouTube, Podcast Personality | Pearson Digital Enterprise Book Series from Thomas Erl
Get a clear understanding of how AI solutions actually work, starting with their basic architectures and advancing to system components and architectural differences between generative AI and predictive AI systems.
Join me as I break down and explain, in plain English, the foundational building blocks and the primary moving parts behind contemporary AI solution environments.
This course provides genuine insight into how AI systems function in the real world, and is essential for professionals already working with application and enterprise architectures, as well as professionals in the AI and data science fields.
Check out the new course here:
Here is the TOC:
Introduction
A Behind-the-Scenes Look at AI Systems
What You Need to Know
Essential Terms and Concepts
Chapter 1: AI Solution Architecture Fundamentals
Basic AI Solution Operational Modes
Basic AI Architectural Types
Common AI Solution Components
Chapter 2: Core AI System Architecture
The Data Ingestion Module
The Data Preprocessing Module
The Feature Engineering Module
The Inference Engine Module
Data Storage and Model Repository Modules
Chapter 3: AI Solution Monitoring Architecture
Monitoring Architecture Overview
Operational Monitoring
Data Monitoring
Model Monitoring
Ancillary Monitors
Chapter 4: Predictive AI Solution Architecture Considerations
Core Modules in Predictive AI Solutions
Monitors in Predictive AI Solutions
Chapter 5: Generative Solution Architecture Considerations
Core Modules in Generative AI Solutions
Monitors in Generative AI Solutions
Conclusion
Learn more about GenAI and predictive AI architecture
About the Contributor
Thomas Erl is a LinkedIn Top Voice, a best-selling IT author and he oversees the Pearson Education Digital Enterprise Series from Thomas Erl. He is the Managing Director for Arcitura Education, the Founder and Senior Advisor for Transformative Digital Solutions Inc. and a LinkedIn Learning instructor and contributor.
Follow Thomas: www.dhirubhai.net/in/thomaserl
Books, Videos, Podcasts by Thomas: www.thomaserl.com
Internationally Known AI and Cloud Computing Thought Leader and Influencer, Enterprise Technology Innovator, Educator, Best Selling Author, Speaker, Business Leader, Over the Hill Mountain Biker.
2 个月Always great to hear Thomas’ perspectives on this stuff, this is a much listen to video, and you need to like and subscribe today.