| 1 |
Introduction to Generative AI & LLMs |
- AI vs ML vs GenAI
- How LLMs work (tokens, context)
- Applications of GenAI
- Responsible AI basics
- Free tools overview
|
1 |
6 |
7 |
- Understand GenAI foundations
- Identify major AI tools
- Recognize risks & limitations
|
| 2 |
Prompt Engineering Fundamentals |
- Prompt structure
- Role prompting
- Context & constraints
- Output formatting
- Prompt templates
|
1 |
6 |
7 |
- Write structured prompts
- Improve response accuracy
- Create reusable templates
|
| 3 |
Advanced Prompt Engineering |
- Few-shot prompting
- Chain-of-thought
- Prompt debugging
- Self-evaluation prompts
|
1 |
6 |
7 |
- Enhance output quality
- Reduce hallucinations
- Refine prompts
|
| 4 |
AI Research & Knowledge Workflows |
- AI search workflows
- Fact-checking methods
- Document summarization
- Source validation
|
1 |
6 |
7 |
- Conduct AI-assisted research
- Summarize information efficiently
|
| 5 |
Text & Content Generation Applications |
- Email drafting
- Report generation
- Blog writing
- Marketing content
- SEO prompts
|
1 |
6 |
7 |
- Generate structured content
- Build AI workflows
|
| 6 |
Chat Applications & Prompt Chains |
- Chat workflows
- Conversation structure
- Prompt chaining
- Context memory basics
|
1 |
6 |
7 |
- Design conversational workflows
|
| 7 |
Search Apps, RAG & Vector Basics |
- Embeddings concept
- Vector databases
- RAG overview
|
1 |
6 |
7 |
- Understand AI search workflows
|
| 8 |
Image Generation & Multimodal AI |
- Image prompting
- Style control
- Image iteration
- Text + image workflows
|
1 |
6 |
7 |
- Create AI visuals
- Use multimodal AI
|
| 9 |
Low-Code AI & Automation |
- No-code AI tools
- Automation workflows
- Template systems
|
1 |
6 |
7 |
|
| 10 |
Integration, UX & Security |
- Function calling basics
- AI UX design
- Prompt injection basics
- Privacy-safe prompting
|
0 |
6 |
6 |
- Understand integration
- Design secure AI systems
|
| 11 |
Open Source Models & Ecosystem |
- HuggingFace overview
- Model hubs
- Free AI tools
|
0 |
6 |
6 |
|
| 12 |
AI Agents & Fine-Tuning Concepts |
- AI agents basics
- Task planning
- Fine-tuning vs prompting
|
0 |
5 |
5 |
- Understand GenAI architecture
|
| 13 |
Industry Use Cases |
- Customer support AI
- Research assistant
- Content automation
- Productivity tools
|
0 |
5 |
5 |
|
| 14 |
Capstone Project & Evaluation |
- AI Research Assistant
- AI Content Studio
- AI Productivity Copilot
- Presentation
|
0 |
5 |
5 |
- Build end-to-end solution
- Present AI workflows
|
| Total Duration |
9 |
81 |
90 |
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