Course Outline
Introduction to Multimodal Interfaces
- What are multimodal interfaces?
- Advantages and challenges of multimodal interactions
- Real-world applications across various industries
Multimodal AI and Human-Computer Interaction
- Understanding human-centered AI design
- Core AI technologies enabling multimodal interfaces
- Psychological and cognitive aspects of human-AI collaboration
Speech Recognition and Natural Language Processing (NLP)
- Speech-to-text and text-to-speech technologies
- Utilizing OpenAI's Whisper or Mozilla DeepSpeech
- Enhancing AI-driven voice interactions
Gesture Recognition and Motion Tracking
- Understanding hand tracking and body gestures
- Integrating gesture control into UI design
- Practical experience with open-source gesture recognition libraries
Eye Tracking and Gaze-Based Interaction
- Overview of eye-tracking technology
- Applications in accessibility and adaptive interfaces
- Building gaze-based input systems
Multimodal Fusion: Integrating Multiple Input Methods
- How AI combines speech, gestures, and vision
- Creating adaptive and personalized AI interactions
- Best practices for seamless multimodal experiences
Prototyping and Implementing Multimodal Interfaces
- Designing user-friendly, AI-powered interfaces
- Prototyping multimodal interactions using Figma and AI tools
- Developing real-world applications with Python and AI frameworks
Testing and Evaluating Multimodal Interfaces
- Usability testing methodologies for multimodal AI
- Measuring user experience and satisfaction
- Refining and optimizing AI-driven interactions
Future Trends in Human-AI Collaboration
- Advancements in multimodal AI and deep learning
- Emerging trends in human-computer interaction
- The evolving role of AI in shaping user experience
Summary and Next Steps
Requirements
- Foundational knowledge of AI and machine learning concepts
- Familiarity with UI/UX design principles
- Some programming experience (Python preferred)
Target Audience
- UI/UX designers
- Product managers
- AI researchers
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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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.
