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Duration 14 hours
Course Outline
Foundations of Multimodal AI
- Defining multimodal AI
- Operational mechanics of multimodal AI models
- Industry-specific use cases
Core Prompt Engineering Principles
- Key principles for effective prompt design
- Analyzing AI response patterns
- Identifying and mitigating common errors
Optimizing Text-Based Prompts
- Structuring prompts for precise text output
- Calibrating responses for varying contexts
- Addressing ambiguity and bias in textual prompts
AI Image Generation and Editing
- Crafting prompts for optimal AI image creation
- Managing style, composition, and visual elements
- Utilizing AI-enhanced editing tools
Audio and Voice Processing
- Converting text prompts into natural speech
- Enhancing and synthesizing audio via AI
- Designing interactive voice experiences with AI
Creating AI-Driven Video Content
- Generating video sequences through AI prompts
- Merging AI-generated text, visuals, and sound
- Post-production editing and refinement of AI video
Embedding Multimodal AI in Workflows
- Integrating outputs from text, image, and audio models
- Developing automated AI content pipelines
- Analysis of case studies and real-world implementations
Ethics and Best Practices in AI
- Managing AI bias and content moderation
- Addressing privacy issues in multimodal systems
- Promoting responsible and ethical AI usage
Recap and Future Directions
Requirements
- A solid comprehension of AI models and their practical uses
- Programming proficiency (Python is preferred)
- Proficiency with APIs and AI-centric workflows
Target Audience
- AI researchers
- Multimedia content creators
- Developers specializing in multimodal models
Testimonials (1)
Our trainer, Yashank, was incredibly knowledgeable. He modified the curriculum to match what we truly needed to learn, and we had a great learning experience with him. His understanding of the domain he was teaching was impressive; he shared insights from real experience and helped us solve actual problems we were facing in our work.