AI Wizardry: Mastering Development with Auto GPT

Overview

🕮 Off the shelf (OTS)

This course is designed for developers, analysts, content creators, and technical professionals who want to effectively leverage large language models like GPT in real-world scenarios. It is particularly valuable for those working with AI-powered applications, automation, or content generation who want to optimise model performance through prompt design.

Familiarity with basic programming concepts and a general understanding of natural language processing is helpful but not required.

The Mastering Prompt Engineering for GPT Training Course provides a practical deep dive into the techniques and principles behind prompt engineering for generative language models. Participants will explore how GPT models interpret prompts, the mechanics of few-shot and zero-shot learning, and how to guide outputs effectively for a range of use cases. The course includes hands-on labs, examples across industries, and structured frameworks for prompt design. Attendees will also learn about the limitations and risks of prompt-based AI systems, including bias, hallucination, and reliability.

Key Topics Covered:
• Introduction to large language models and prompt engineering fundamentals
• Zero-shot, one-shot, and few-shot prompting strategies
• Structuring prompts for reasoning, summarisation, transformation, and dialogue
• Prompt tuning, chaining, and integration into applications
• Addressing model limitations, hallucinations, and ethical considerations
• Tools and platforms for testing and deploying prompt-based solutions

The course is delivered over three days and includes guided hands-on exercises using real-world examples and use cases.