Generative AI Toolbox by Pearson

Course details

This comprehensive course presents you with a generative AI toolbox and explores influential models like ChatGPT, Claude, Gemini, Dalle, Midjourney, Stable Diffusion, and Copilot. Learn GenAI concepts, terminology, and compare text, image, and code-generation models to find the best fit for your needs. Practice practical prompt engineering skills to maximize model performance. Ideal for software developers, business professionals, and tech enthusiasts, this course offers insightful demonstrations and real-world projects for you to complete. Build your foundational knowledge and learn hands-on strategies to effectively leverage GenAI models, enabling you to select and implement suitable generative models for your industry needs.

Learning objectives
Build foundational knowledge of GenAI, understanding the strengths and weaknesses of various text, image, and code-generation technologies.
Deploy practical skills in prompt engineering, enabling you to craft effective prompts that maximize the performance of generative models.

Concepts

Introduction

Generative AI toolbox - Introduction

Understand the Basic Concepts

Learning objectives
Learn basic terminology and concepts, part one
Learn basic terminology and concepts, part two
Understand the basic considerations for selecting a model
Get an overview of how the models are related

Learn Text-Generation Models

Learning objectives
Learn the basics of text-generation models
Meet the models - ChatGPT
Meet the models - Claude
Meet the models - Gemini
Which one is best - An in-depth comparison
Learn basic prompt-engineering concepts for text generation

Learn Image-Generation Models

Learning objectives
Learn the basics of image-generation models
Meet the models - Dalle
Meet the models - Midjourney
Meet the models - Imagen
Which one is best - An in-depth comparison
Learn basic prompt-engineering concepts for image generation

Learn Code-Generation Models

Learning objectives
Learn the basics of code-generation models
Meet the models - Copilot
Meet the models - ChatGPT
Meet the models - Claude
Which one is best - An in-depth comparison
Learn basic prompt-engineering concepts for code generation

Summary

Generative AI toolbox - Summary