GenAI Foundations and Prompt Engineering
This comprehensive foundation course transforms you from an AI newcomer into a skilled GenAI architect who can design and implement complete AI solutions.
Segment 00: Reading - Welcome to the Course: Course Overview
Segment 01: Course Introduction
Segment 02: Generative AI Impact on Engineering
Segment 03: Fundamentals of Generative AI Systems Architecture
Segment 04: Setting Up GenAI Development Environments Local _ Cloud
Segment 05: Enterprise Implementation Success Stories
Segment 06: Hands-On-Learning: Introduction to Generative AI
Segment 07: Reading - A Survey of Generative Artificial Intelligence
Segment 08: LLM Components and Core Mechanics
Segment 09: Enterprise LLM Model Comparison
Segment 10: LLM Integration and API Setup
Segment 11: Strategic Model Selection Framework
Segment 12: Hands-On-Learning: LLM Integration and API Setup
Segment 13: Reading - A Brief Survey of Large Language Models
Segment 14: Enterprise GenAI Application Matrix
Segment 15: Industry-Specific Solution Architecture
Segment 16: Support Assistant System Design
Segment 17: ROI Measurement and Metrics
Segment 18: Hands-On-Learning: Support Assistant System Design
Segment 19: Reading - Generative AI Use Cases: A Primer
Segment 20: Quiz - GenAI Foundations
Segment 21: Prompt Engineering Core Principles
Segment 22: Structural Elements of Prompts
Segment 23: Interactive Prompt Building Workflow
Segment 24: Prompt Design Pattern Library
Segment 25: Hands-On-Learning: Interactive Prompt Building Workflow
Segment 26: Reading - Prompt Engineering Guide
Segment 27: Multi-Step Prompt Chain Design
Segment 28: Context Window Optimization Techniques
Segment 29: Advanced Prompt Implementation Guide
Segment 30: Error Handling Strategy Framework
Segment 31: Hands-On-Learning: Advanced Prompt Implementation Guide
Segment 32: Reading - A Survey on Prompt Engineering for Large Language Models
Segment 33: Support Bot Conversation Design
Segment 34: Response Template Architecture Design
Segment 35: Template System Implementation Guide
Segment 36: Quality Assurance Testing Framework
Segment 37: Hands-On-Learning: Template System Implementation Guide
Segment 38: Reading - Prompt Engineering for Developers
Segment 39: Quiz - Prompt Engineering