Course Outline
Introduction to Multimodal AI for Smart Assistants
- What is multimodal AI?
- Applications of multimodal AI in virtual assistants
- Overview of AI-powered assistants (ChatGPT, Google Assistant, Alexa, etc.)
Understanding Speech Recognition and NLP
- Speech-to-text and text-to-speech conversion
- Natural Language Processing (NLP) for conversational AI
- Sentiment analysis and intent recognition
Integrating Computer Vision for Smart Assistants
- Image recognition and object detection
- Facial recognition and sentiment detection
- Use cases: Virtual agents with visual capabilities
Multimodal Fusion: Combining Voice, Text, and Vision
- How multimodal AI processes multiple inputs
- Designing seamless interactions across modalities
- Case studies: AI-powered virtual agents with multimodal interfaces
Building a Multimodal Virtual Assistant
- Setting up a conversational AI framework
- Connecting speech recognition, NLP, and vision APIs
- Developing a prototype smart assistant
Deploying AI-Powered Assistants in Real-World Applications
- Integrating virtual agents into websites and mobile apps
- AI-driven automation for customer support and user experience
- Monitoring and improving AI assistant performance
Challenges and Ethical Considerations
- Privacy and data security in AI-driven assistants
- Bias and fairness in AI interactions
- Regulatory compliance for AI-powered assistants
Future Trends in Multimodal AI for Smart Assistants
- Advancements in AI-driven conversation models
- Personalization and adaptive learning in virtual agents
- AI’s evolving role in human-computer interaction
Summary and Next Steps
Requirements
- Basic understanding of AI and machine learning
- Experience with Python programming
- Familiarity with APIs and cloud-based AI services
Audience
- Product designers
- Software engineers
- Customer support professionals
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
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.