Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Multi-Modal AI
- What is multi-modal AI?
- Key challenges and applications
- Overview of leading multi-modal models
Text Processing and Natural Language Understanding
- Leveraging LLMs for text-based AI agents
- Understanding prompt engineering for multi-modal tasks
- Fine-tuning text models for domain-specific applications
Image Recognition and Generation
- Processing images with AI: classification, captioning, and object detection
- Generating images with diffusion models (Stable Diffusion, DALLE)
- Integrating image data with text-based models
Speech and Audio Processing
- Speech recognition with Whisper ASR
- Text-to-speech (TTS) synthesis techniques
- Enhancing user interaction with voice-based AI
Integrating Multi-Modal Inputs
- Building AI pipelines for processing multiple input types
- Fusion techniques for combining text, image, and speech data
- Real-world applications of multi-modal AI agents
Deploying Multi-Modal AI Agents
- Building API-driven multi-modal AI solutions
- Optimizing models for performance and scalability
- Best practices for deploying multi-modal AI in production
Ethical Considerations and Future Trends
- Bias and fairness in multi-modal AI
- Privacy concerns with multi-modal data
- Future developments in multi-modal AI
Summary and Next Steps
Requirements
- An understanding of machine learning fundamentals
- Experience with Python programming
- Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch)
Audience
- AI developers
- Researchers
- Multimedia engineers
21 Hours
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 £5700 online delivery, based on a group of 2 delegates, £1800 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
