Prerequisite:

Any individual who wishes to comprehend training on prompt engineering for GPTs. Learners will gain hands-on experience in designing prompts for various text-generation tasks.

What you'll learn:

• Understand the fundamental concepts of GPTs and their applications
• Develop effective prompting techniques for ChatGPTs
• Generate chatbots that can respond naturally
• Infer meaning from unstructured text data
• Generate high-quality images from textual input
• Apply prompt engineering principles to generate high-quality text output
• Create brand logos, illustrations, and photorealistic images
• Create custom prompts for specific use cases

Day 1:

Introduction

• Overview of GPTs and their applications 
• What is Prompt Engineering?
• ChatGPT, Llama, and open-source LLMs

Five Pillars of Prompt Engineering

• Providing Examples
• Giving Direction
• Adjusting Parameters
• Formatting Responses
• Chaining AIs

Introduction to ChatGPT

• What is ChatGPT?
• Prompting ChatGPT
• ChatGPT capabilities and limitations

Effective ChatGPT Prompting

• Role-Based Prompting 
• Strategies for role-based prompting
• Chain of Thought (COT) Prompting Techniques
• Best practices for Role-Based and COT prompting
• Zero-Shot and Few-Shot prompting
• Best practices for Zero-shot and Few-Shot prompting

Crafting your own prompts: Guidelines and Hands-on Exercises

Iteratively improving your prompts

• Continuously improving your prompt
• Summarizing and Extracting Text
• Hands-on Exercises with iterative, summarization and extraction prompts

Day 2:

Inferring and Transforming

• Inferring from text
• Text transformation tasks
• Language translation
• Correcting spelling and grammar
• Tone adjustment
• Format conversion

Responding and Expanding

• Sentiment analysis
• Craft customer support emails
• Craft cold marketing scripts
• Hands-on Exercises

Chatbots

• Building your own chatbot
• Hands-on Exercise – Orderbot

Generating dummy data

• Generate names, lists, and other data
• Creating tables and data schemas
• Hands-on Exercises

Assuming a persona

• Explain it to me like I'm five
• Adopt the style of a famous person
• Generating poetry, literature, and other creative text

Text to Image Generation

• Summarizing code
• Generating comments
• Creating functionality
• Chunking as a strategy to overcome token limits
• Vector databases - Pinecone and Redis
• Github Copilot, StarCoder, etc

Code Generation

• Question rewriting and paraphrasing
• Meta prompting
• Reason and Act (ReACT)
• Recursive Reprompting and Revision

Day 3:

Text to Image Generation

• Using ChatGPT to generate image generation prompts
• Midjourney, Dall-E, Stable Diffusion
• Capabilities and Limitations of Image Generators

Text to Image Generation

• Inpainting
• Outpainting
• Style Modifiers
• Quality Boosters
• Negative prompts
• Image weights
• Chaos, seeds, aspect ratios

Advanced Image Generation

• Meme unbundling
• Describe and prompt reverse-engineering
• Meme mapping
• Dreambooth

Text to Speech Generation

• Using ChatGPT to create scripts for short movies, ad copy, and more
• Hands-on exercises

Text to Video Generation

• D-ID, Synthesia, and more
• Combining ChatGPT script generation with text to speech and video
• Hands-on exercises

Text Generation Sample Projects

• SEO-optimized blog articles
• Social media posts
• Generating summaries, descriptions, objectives

Image Generation Sample Projects

• Vector art and illustrations
• Designing brand logos
• Photorealistic images

Payment can be made by:

1. Cash or Credit Card or Bank Cheque payable to
   สำนักงานพัฒนาวิทยาศาสตร์และเทคโนโลยีแห่งชาติ or National Science and Technology Development Agency
   (a post-dated cheque is not accepted) on the first day of the service or within the last day of the service.
   
   
2. Account transfer and send the proof of the payment (the deposit slip) via email ttd@swpark.or.th
   
   
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     Account Name: สำนักงานพัฒนาวิทยาศาสตร์และเทคโนโลยีแห่งชาติ
     
     
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     Saving Account Number: 152-1-32668-1
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