Large Language Models Course
This course equips you with essential skills to apply Large Language Models in practical scenarios like ticket routing and summarization. Delve into data preparation, prompt design, performance evaluation, compliance governance, and ongoing monitoring to launch trustworthy LLM systems that meet stakeholder expectations and deliver consistent results in real-world applications.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain hands-on expertise in large language models through this targeted course. You'll cover data handling, preprocessing, and basic NLP tasks, advancing to LLM-driven routing and summarization using effective prompts. Create repeatable experiments, proper documentation, and CI processes, ending with a practical guide for secure, monitored production setups that ensure dependable outcomes.
Elevify advantages
Develop skills
- Design effective LLM classification systems for quick, reliable ticket routing using prompts.
- Prepare data efficiently for LLMs by cleaning, anonymising, and versioning datasets.
- Evaluate and monitor LLMs to manage accuracy, drift, costs, and safety effectively.
- Develop scalable summarisation pipelines that produce concise, verifiable ticket overviews.
- Implement production-ready LLM operations with deployment, governance, and full documentation.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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