Practical practices and know-how for effective deployment of AI in enterprise products.
For whom the course is intended:
- Companies that want to integrate AI into their products.
- Managers and technical specialists looking for practical solutions for deploying LLMs.
- Developers and data engineers working on AI solutions.
Course format:
- One-day course/workshop.
- Combination of lectures and practical exercises.
- Emphasis on a hands-on approach for immediate practical application.
- Possibility of individual consultations or follow-up workshops for implementation in specific products and areas.
The working methods used in the training programmes are chosen to ensure interactivity, tailoring the content to the needs of the participants and prioritising the transfer of knowledge into practice.
- Gain insight into the possibilities and limitations of language models.
- Learn practices, tips and tricks for effective deployment of LLMs in production.
Trends in the use of AI
- LLM, GenAI, prompting, model evaluation, finetuning, tokens.
Open-source models vs public APIs
- Comparing the benefits and risks of both approaches.
- Licensing and cost considerations.
Architecture and infrastructure for deployment
- Deployment options: on-prem, cloud, hybrid.
- Streaming, parsing, scaling and deployment AI models.
Pricing aspects of AI solutions
- Explanation of hardware, administration and human resource costs.
- Pricing models for AI API services.
Practical implementation examples
- Examples of AI feature development and deployment.
- From ideation to monitoring: document analysis and summarization, ChatBots.
- Agentic AI
For course participants, we offer the possibility of subsequent application support in the form of individual consultation with a lecturer or workshops directly at the client’s premises.
For ordering or more information, please contact us at fbe@fbe.sk or by phone +421 2 544 185 13.
