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 Generative AI and Large Language Models
- Overview of generative AI and its evolution
- Introduction to LLMs: GPT, BERT, and their capabilities
- Comparing generative models with traditional NLP approaches
Transformer Architecture and Model Training
- Understanding the transformer architecture in LLMs
- Self-attention mechanism and language modeling
- Training large language models and fine-tuning processes
Prompt Engineering for Effective Interaction
- Crafting prompts for accurate and useful outputs
- Fine-tuning prompt strategies for varied applications
- Experimenting with prompt variations to optimize responses
Applications of LLMs in Business
- Automating customer service with conversational AI
- Content generation for marketing and media
- LLMs in data analysis and report generation
Ethical Considerations and Bias Management
- Identifying potential biases in LLM-generated content
- Addressing ethical concerns in generative AI applications
- Strategies for responsible deployment of LLMs
Advanced Techniques in LLMs
- Fine-tuning LLMs for domain-specific applications
- Integrating LLMs with other AI systems for enhanced functionality
- Exploring multilingual and cross-lingual capabilities
The Future of Generative AI in Business
- Emerging trends in generative AI and LLM research
- Opportunities and challenges in scaling LLM solutions
- Preparing for AI-driven transformation in business
Summary and Next Steps
Requirements
- Basic understanding of machine learning and natural language processing concepts
- Familiarity with Python programming
Audience
- Data scientists and AI practitioners interested in generative AI technologies
- Business professionals exploring automation and content generation
- Technical managers and decision-makers looking to implement LLMs in their workflows
14 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 €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
