Getting Started with LLMs – 1 Day Workshop in Kraków
Getting Started with LLMs – 1 Day Workshop in Kraków
Location
Date
Description
Duration: 1 Full Day (8 Hours)
Delivery Mode: Classroom (In-Person)
Language: English
Credits: 8 PDUs / Training Hours
Certification: Course Completion Certificate
Refreshments: Lunch, Snacks and beverages will be provided during the session
Course Overview
This introductory and practical program provides a clear understanding of how Large Language Models (LLMs) such as ChatGPT and open-source transformer models work. Participants will explore model structure, prompting techniques, model fine-tuning, and integration workflows. Through guided exercises and real project demos, attendees will develop confidence in building and applying LLM-powered solutions across business functions and industry use cases.
Learning Objectives
By the end of this course, you will be able to:
• Explain how LLMs and transformer models work
• Design clear and optimized prompts
• Customize or adapt models for specific tasks
• Integrate LLM capabilities into real applications
• Identify and evaluate business use cases
• Apply responsible governance and data standards
Target Audience
• Developers & Software Engineers
• Data Scientists & Technical Professionals
• Product & Innovation Teams
• Business Analysts & Consultants
• Anyone exploring applied AI workflows
Why Choose This Course?
Most professionals and organizations are exploring LLMs but lack the clarity and structure to use them effectively and responsibly. This course breaks down complex AI concepts into simple, practical steps you can immediately apply at work. You gain not just knowledge — but confidence to build and deploy real solutions.
©2025 Mangates Tech Solutions Pvt Ltd. This content is protected by copyright law. Copy or Reproduction without permission is prohibited.
Agenda:
Module 1: Understanding LLMs
• Key components of transformer architecture
• How LLMs learn and generate language
• Strengths and limitations of LLMs
• Icebreaker Activity
Module 2: Working with Pre-Trained Models
• Accessing commercial & open-source models
• Prompt design & iterative prompting
• Troubleshooting inaccurate outputs
• Activity
Module 3: Customization & Fine-Tuning Options
• When to prompt vs. when to fine-tune
• LoRA, RAG, embeddings & vector stores
• Preparing datasets for custom behavior
• Hands-On Demonstration
Module 4: Application & Integration
• API workflows for product development
• Building assistants, chatbots, and automation scripts
• Connecting LLMs to private enterprise knowledge
• Case Study
Module 5: Business Use Cases & ROI
• Efficiency, decision support, and creativity applications
• Cost considerations and scaling strategies
• Evaluating ROI and success metrics
• Activity
Module 6: Responsible & Ethical AI
• Privacy, compliance, transparency, and safety
• Preventing biased or harmful output
• Governance frameworks across AU / DE / UK
• Group Brainstorm Activity
Module 7: Project & Action Plan
• Mini Build: Apply LLM integration to a real workflow
• Define clear next steps and implementation roadmap
• Action Plan Review
Organiser
Venue
For information on venue address, reach out to info@mangates.com, Kraków, Kraków
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