WEEK-1 Basics

  Introduction to AI
  Prompting With ChatGPT
  Prompt Engineering
  Learn Prompting Embeds
  Giving Instructions
  Assigning Roles
  Showing Examples
  Combining Techniques
  Formalizing Prompts
  Chatbots
  Priming Chatbots
  OpenAI Playground
  LLM Settings
  Pitfalls of LLMs
  Understanding AI Minds
  The Learn Prompting Method  Starting Your Journey

Basic Applications

 Introduction
  Structuring Data
  Writing An Email
  Blogs
  Study Buddy
  Coding Assistance
  Digital Marketing
  Finding Emojis
  Contracts
  Different Writing Styles   Summarizing Text
  Zapier for Emails

Intermediate

  Chain of Thought Prompting   Zero Shot Chain of Thought   Self-Consistency
  Generated Knowledge

  Least to Most Prompting
  Dealing With Long Form Content   Revisiting Roles
  What’s in a Prompt?

WEEK-2  Applied Prompting

  Introduction
  Multiple Choice Questions  Solve Discussion Questions   Build ChatGPT from GPT-3 

  Chatbot + Knowledge Base

Advanced Applications

  Introduction
  LLMs Using Tools
  LLMs that Reason and Act   Code as Reasoning

Reliability

  Introduction
  Prompt Debiasing   Prompt Ensembling   LLM Self Evaluation  Calibrating LLMs
  Math

Image Prompting

  Introduction
  Style Modifiers
  Quality Boosters
  Repetition
  Weighted Terms
  Fix Deformed Generations   Shot type
  Midjourney
  Resources

WEEK-3 Prompt Hacking

  Introduction
  Prompt Injection   Prompt Leaking  Jailbreaking

Defensive Measures

  Overview
  Filtering
  Instruction Defense
  Post-Prompting
  Random Sequence Enclosure   Sandwich Defense
  XML Tagging
  Separate LLM Evaluation
  Other Approaches

Offensive Measures

  Overview
  Obfuscation/Token Smuggling   Payload Splitting
  Defined Dictionary Attack
  Virtualization
  Indirect Injection
  Recursive Injection
  Code Injection

Tooling

 Prompt Engineering Tools

WEEK-4 Prompt Engineering IDEs

 Overview
 GPT-3 Playground  Dust
 Soaked
 Everyprompt
 Prompt IDE
 PromptTools
 PromptSource
 PromptChainer
 Prompts.ai
 Snorkel 
 Multi 
 Human Loop
 Spellbook 
 Kolla Prompt 
 Lang Chain
 OpenPrompt
 OpenAI DALLE IDE  Dream Studio
 Patience
 Promptmetheus
 PromptSandbox.io  The Forge AI
 AnySolve
 Conclusion

Prompt Tuning

 Soft Prompts
 Interpretable Soft Prompts

Miscellaneous

  Detecting AI Generated Text  Detection Trickery
  Music Generation