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 Multimodal AI
- Overview of multimodal AI and real-world applications
- Challenges in integrating text, image, and audio data
- State-of-the-art research and advancements
Data Processing and Feature Engineering
- Handling text, image, and audio datasets
- Preprocessing techniques for multimodal learning
- Feature extraction and data fusion strategies
Building Multimodal Models with PyTorch and Hugging Face
- Introduction to PyTorch for multimodal learning
- Using Hugging Face Transformers for NLP and vision tasks
- Combining different modalities in a unified AI model
Implementing Speech, Vision, and Text Fusion
- Integrating OpenAI Whisper for speech recognition
- Applying DeepSeek-Vision for image processing
- Fusion techniques for cross-modal learning
Training and Optimizing Multimodal AI Models
- Model training strategies for multimodal AI
- Optimization techniques and hyperparameter tuning
- Addressing bias and improving model generalization
Deploying Multimodal AI in Real-World Applications
- Exporting models for production use
- Deploying AI models on cloud platforms
- Performance monitoring and model maintenance
Advanced Topics and Future Trends
- Zero-shot and few-shot learning in multimodal AI
- Ethical considerations and responsible AI development
- Emerging trends in multimodal AI research
Summary and Next Steps
Requirements
- Strong understanding of machine learning and deep learning concepts
- Experience with AI frameworks like PyTorch or TensorFlow
- Familiarity with text, image, and audio data processing
Audience
- AI developers
- Machine learning engineers
- Researchers
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 €6840 online delivery, based on a group of 2 delegates, €2160 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.
