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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
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*
Contact us for an exact quote and to hear our latest promotions
Testimonials (3)
Trainers can answer all questions and accept any queries
Dewi Anggryni - PT Dentsu International Indonesia
Course - Copilot for Finance and Accounting Professionals
Going over the various use cases and application of AI was helpful. I enjoyed the walkthrough of the various AI Agents.
Axel Schulz - CANARIE Inc
Course - Microsoft 365 Copilot: AI Productivity Across Word, Excel, PowerPoint, Outlook, and Teams
I liked that trainer had a lot of knowledge and shared it with us
