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Course Outline
Introduction
- Defining Prompt Engineering?
- The significance and practical applications of prompt engineering
- Overview of available tools and platforms
Fundamentals of AI Text and Image Generation
- Comprehending AI models designed for text and image creation
- Training data utilization and model fine-tuning
- Investigating various architectures and their capabilities
Advanced Prompt Engineering Methodologies
- Formulating effective prompts for realistic text and image outputs
- Utilizing conditional and context-aware prompts
- Designing prompts for stylistic transfer and creative enhancement
Exploring Cutting-Edge AI Tools and Techniques
- Deep dive into ChatGPT, Stable Diffusion, DALL-E 2, Leonardo AI, and MidJourney
- Experimenting with pre-trained models and custom datasets
- Techniques for image-to-image translation and manipulation
Hyper-Realistic Text Generation
- Generating text with specific attributes via prompts
- Fine-tuning text generation models for particular contexts
- Controlling text generation to ensure coherence and diversity
Hyper-Realistic Image Generation
- Creating highly realistic images through prompt engineering
- Fine-tuning image generation models for distinct styles
- Manipulating image attributes using prompts
Case Studies and Practical Applications
- Analyzing successful prompt engineering use cases
- Applying prompt engineering across various domains (e.g., art, design, advertising)
- Ethical considerations and responsible application of prompt engineering
Integrating Prompt Engineering into Workflows
- Strategies for embedding prompt engineering into projects
- Enhancing performance and efficiency
- Best practices for prompt engineering in real-world scenarios
Future Developments and Latest Trends in Prompt Engineering
- Keeping abreast of advancements in prompt engineering
- Emerging tools, models, and techniques
- Forecasting the future landscape of AI text and image generation
Summary and Next Steps
Requirements
- No prior programming experience necessary
Target Audience
- Beginners exploring prompt engineering
- Seasoned AI professionals
- AI enthusiasts keen on achieving hyper-realistic text and image outputs
14 Hours
Testimonials (2)
The interactive style, the exercises
Tamas Tutuntzisz
Course - Introduction to Prompt Engineering
A great repository of resources for future use, instructor's style (full of good sense of humor, great level of detail)
