Technologies / Artificial Intelligence

Building applications using large language models (LLM)

Technical training focusing on integration of LLM with business applications, model fine-tuning, advanced prompt engineering and building AI agents. The program covers comprehensive LLM-based application development and deployment strategies in a production environment. The workshop focuses on practical implementation of state-of-the-art LLM techniques. The application-centered methodology provides ready-to-implement solutions and architectural best practices.

Issues

Large language models
API integration
Engineering prompts
Fine-tuning techniques
AI agents
Conversation design
Optimization of models
Implementation in production
Scalable architectures
Cost optimization
Security practices
Performance tuning

Benefits

LLM application development will provide state-of-the-art AI capabilities for business solutions
Expertise in fine-tuning will enable models to be tailored to specific domain requirements
Implementation of AI agents will open up opportunities for intelligent automation and user assistance
Implementation skills in production will provide scalable and reliable LLM-based systems
Advanced prompt engineering will increase the relevance and usability of LLM responses
Mastery of integration patterns will facilitate rapid development and maintenance of AI applications
Technical proficiency in LLM development will provide career opportunities in the fastest growing segment of AI

Who is this training for?

Developers

Solution architects

Full-stack engineers

AI application developers

Technical leads

Software architects

Platform engineers

Integration specialists

Prerequisites

Solid experience in software development and API integration
Familiarity with cloud platforms and scalable application architectures
Ability to work with machine learning models and deployment pipelines
Basic knowledge of natural language processing and Transformer architectures

Training program

API integration patterns
Advanced prompt engineering techniques
Context management strategies
Response optimization methods

Transfer learning for LLM
Domain adaptation strategies
Parameter-efficient fine-tuning
Model evaluation metrics

Agent architecture design
Tool integration patterns
Implementation of multi-step reasoning
Conversation management

Scalable serving architectures
Cost optimization strategies
Delay reduction techniques
Security and privacy issues

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Building applications using large language models (LLM) we recommend: Solid experience in software development and API integration; Familiarity with cloud platforms and scalable application architectures; Ability to work with machine learning models and deployment pipelines.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Developers; Solution architects; Full-stack engineers.

What practical skills will I gain from this training?

You will gain skills in integrating LLMs into business applications, fine-tuning models for domain-specific requirements, building AI agents and assistants, applying advanced prompt engineering techniques, and deploying scalable LLM-based systems in production environments.

What topics does the program cover?

The program covers LLM integration architectures, fine-tuning and model customization, building AI agents and conversational assistants, deployment and scaling in production environments, and advanced prompt engineering strategies.

Can this training be customized for our organization?

Yes, we offer customized versions of this training tailored to your organization's specific needs, technology stack, and skill levels. Contact us to discuss a personalized program.