Complete Prompt Engineering Syllabus
This syllabus is designed for beginners to advanced learners. It covers ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, Llama, Mistral, OpenAI API, AI Agents, Prompt Engineering for Digital Marketing, Coding, Automation, and Business Applications.
Module 1: Introduction to AI & Prompt Engineering
Topics
- What is Artificial Intelligence?
- Machine Learning vs Deep Learning vs Generative AI
- What is an LLM (Large Language Model)?
- Popular AI Models
- ChatGPT
- Claude
- Gemini
- Grok
- DeepSeek
- Llama
- Mistral
- Qwen
- What is Prompt Engineering?
- Why Prompt Engineering is important
- How LLMs understand prompts
- Tokens and Tokenization
- Context Window
- Temperature
- Top-P
- Max Tokens
- Hallucinations
- Knowledge Cutoff
- Fine-tuning vs Prompt Engineering
- RAG vs Fine-tuning
Practical
- Compare outputs from different AI models
- Observe prompt changes and output quality
Module 2: Fundamentals of Prompt Writing
Topics
- Anatomy of a Prompt
- Instruction
- Context
- Input
- Constraints
- Output Format
Writing Good Prompts
- Clear instructions
- Specific prompts
- Giving context
- Defining audience
- Desired output
- Formatting outputs
Practical
Rewrite poor prompts into effective prompts.
Module 3: Prompting Techniques
Basic Prompting
- Zero-shot Prompting
- One-shot Prompting
- Few-shot Prompting
Intermediate Prompting
- Role Prompting
- Persona Prompting
- Style Prompting
- Tone Prompting
- Audience Prompting
- Instruction Prompting
Advanced Prompting
- Chain of Thought
- Self Consistency
- Tree of Thoughts
- ReAct Prompting
- Skeleton of Thought
- Least-to-Most Prompting
- Step-by-Step Prompting
- Deliberate Prompting
- Reflection Prompting
- Meta Prompting
- Active Prompting
- Program Aided Prompting
- Directional Stimulus Prompting
Practical
Compare outputs using each prompting method.
Module 4: Advanced Reasoning Techniques
Topics
- Chain of Thought
- Tree of Thoughts
- Graph of Thoughts
- Self Reflection
- Self Verification
- Debate Prompting
- Multi-Agent Prompting
- Prompt Chaining
- Planning Prompting
- Recursive Prompting
- Reasoning Models
- Test-Time Compute
Practical
Solve complex reasoning problems.
Module 5: Prompt Templates
Universal Templates
- Blog Writing
- Email Writing
- LinkedIn Posts
- Facebook Posts
- Twitter Posts
- Instagram Captions
- Product Description
- Job Description
- Resume Writing
- Cover Letter
- Proposal Writing
- Documentation
- Reports
- Research
- Case Studies
Practical
Build reusable prompt templates.
Module 6: Prompt Engineering for Content Creation
Topics
- SEO Articles
- Landing Pages
- Sales Copy
- Video Scripts
- Reels
- YouTube Scripts
- Podcast Scripts
- Ad Copy
- Newsletters
- Product Reviews
- FAQs
Practical
Generate a complete content marketing campaign.
Module 7: Prompt Engineering for Digital Marketing
SEO
- Keyword Research
- Content Clusters
- Topical Maps
- Meta Titles
- Meta Descriptions
- FAQs
- Schema
- Internal Linking
- Competitor Analysis
Social Media
- Content Calendar
- Viral Hooks
- Captions
- CTAs
- Hashtags
Ads
- Google Ads
- Meta Ads
- LinkedIn Ads
- YouTube Ads
Email Marketing
- Cold Emails
- Drip Campaigns
- Welcome Emails
- Promotional Emails
Practical
Create a complete digital marketing campaign using AI.
Module 8: Prompt Engineering for Business
Topics
- Business Plans
- SWOT Analysis
- Market Research
- Competitor Analysis
- Customer Personas
- Pricing Strategy
- Sales Scripts
- CRM Automation
- Customer Support
Practical
Build AI-powered business workflows.
Module 9: Prompt Engineering for Coding
Topics
- Python
- JavaScript
- HTML
- CSS
- SQL
- React
- Node.js
- APIs
- Debugging
- Code Review
- Code Optimization
- Documentation
Practical
Develop software with AI assistance.
Module 10: Prompt Engineering for Data Analysis
Topics
- Excel
- CSV
- SQL
- Power BI
- Tableau
- Charts
- Reports
- Dashboards
Practical
Analyze datasets using AI.
Module 11: Image Prompt Engineering
Tools
- ChatGPT Images
- Midjourney
- Adobe Firefly
- Stable Diffusion
- Flux
- Ideogram
Topics
- Prompt Structure
- Lighting
- Camera Angles
- Lens Types
- Composition
- Aspect Ratio
- Art Styles
- Character Consistency
- Product Photography
- Logo Design
- Poster Design
- Thumbnail Design
Practical
Create marketing creatives and branding assets.
Module 12: Video Prompt Engineering
Tools
- Veo
- Runway
- Pika
- Kling
- Hailuo
- Luma AI
Topics
- Cinematic Prompts
- Camera Movement
- Scene Description
- Character Consistency
- Storyboarding
- Voiceover Prompts
- Subtitle Generation
Practical
Generate AI-powered promotional videos.
Module 13: AI Agents & Agentic Prompting
Topics
- What are AI Agents?
- Agentic AI
- Planning Agents
- Multi-Agent Systems
- Tool Calling
- Memory
- Function Calling
- MCP (Model Context Protocol)
- Context Engineering
- Workflow Automation
- Agent Evaluation
Practical
Build an AI agent for customer support or lead generation.
Module 14: API Prompt Engineering
Topics
- OpenAI API
- Groq API
- Gemini API
- Claude API
- DeepSeek API
- Prompt Variables
- JSON Mode
- Structured Outputs
- Streaming Responses
- Error Handling
Practical
Integrate prompts into applications.
Module 15: Automation with AI
Tools
- n8n
- Make
- Zapier
Topics
- AI Workflows
- Email Automation
- CRM Automation
- Social Media Automation
- Lead Qualification
- WhatsApp Automation
- Telegram Automation
Practical
Build end-to-end AI automation workflows.
Module 16: Prompt Optimization
Topics
- Prompt Evaluation
- Prompt Testing
- A/B Testing
- Latency Optimization
- Cost Optimization
- Context Compression
- Prompt Caching
- Token Reduction
- Output Quality Evaluation
Practical
Optimize prompts for speed, cost, and accuracy.
Module 17: Prompt Security & Safety
Topics
- Prompt Injection
- Jailbreak Attacks
- Data Leakage
- Prompt Hacking
- AI Bias
- Ethical AI
- Responsible AI
- Privacy & Compliance
Practical
Protect AI applications from prompt-based attacks.
Module 18: Domain-Specific Prompt Engineering
Marketing
- SEO
- PPC
- Social Media
- Analytics
Education
- Lesson Plans
- Quizzes
- Assignments
HR
- Recruitment
- Interview Questions
- Performance Reviews
Finance
- Budgeting
- Financial Reports
Healthcare
- Patient Education
- Clinical Documentation (with appropriate oversight)
Legal
- Contract Summaries
- Legal Research (not a substitute for legal advice)
Module 19: Real-Time AI Projects
Build projects such as:
- AI Resume Builder
- AI SEO Assistant
- AI Blog Generator
- AI Social Media Manager
- AI Research Assistant
- AI Email Writer
- AI Customer Support Bot
- AI WhatsApp Assistant
- AI Telegram Bot
- AI Voice Assistant
- AI Interview Coach
- AI Travel Planner
- AI Sales Agent
- AI Content Calendar Generator
- AI Lead Generation System
Module 20: Capstone Project
Create a complete AI-powered solution by combining prompt engineering, APIs, automation, and AI agents.
Examples:
- AI Digital Marketing Assistant
- AI SEO Agent
- AI Business Consultant
- AI Recruitment Assistant
- AI Research Agent
- AI Content Creation Studio
- AI Customer Support System
- AI Sales Automation Platform
