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Generative AI for Business
AI Safety & Ethics in Prompting
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Generative AI & LLMs
Prompt Design
Context Engineering
Agents
Generative AI for Business
genaiforbusiness/code-samples
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Syllabus
Syllabus
Course Description
Course Materials
Grading & Evaluation
AI Project
AI Project
Bootstrap
Project Charter
Minimum Viable Product
Experimentation Report
Launch Kit
Project Peer Review
Individual Contribution
Tools
Schedule
Course Policies
AI Policy
Teaching Philosophy
Generative AI & LLMs
Generative AI & LLMs
Models & Capabilities
Models & Capabilities
Introduction to LLMs
Model Architecture
Embeddings
Model Development
Model Alignment
Try It Yourself
Conclusion & Next Steps
Model Selection
Model Selection
Model Card
Guided Tour of Model Card
Model Choice & Business Alignment
Model Choice: Hands-on Activity
Conclusion & Next Steps
Embedding Models
Embedding Models
Introduction to Embedding
A GPS for Meaning
Embedding Benchmark
Business Value
Tradeoffs
Try It Yourself
Conclusion & Next Steps
Prompt Design
Prompt Design
Anatomy of a Prompt
Anatomy of a Prompt
Introduction to Prompt Engineering
Prompt's Control Panel
Hands-on Lab
Conclusion & Next Steps
Prompting Techniques
Prompting Techniques
Introduction
Essential Building Blocks
Core Prompting Techniques
Workflow Tips
Conclusion & Next Steps
Tapping Model Capabilities
Tapping Model Capabilities
Introduction
Reasoning & Structured Output
Function Calling & Code Generation
Multimodality
Hands-On Lab
Conclusion & Next Steps
AI Safety & Ethics
AI Safety & Ethics
Prompt Workflow
Prompt Workflow
Context Engineering
Context Engineering
Agents
Agents
AI Safety & Ethics in Prompting
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