The program at a glance
This practice-focused bootcamp offers you a unique opportunity to immerse yourself in the world of natural language processing and to collect practical experience every day. Discover how artificial intelligence is shaping the future and learn to use this groundbreaking technology in your own professional environment. You will have our support and guidance over six intensive days, from the basic concepts to the latest developments and innovations in the field of Natural Language Processing (NLP).
The training provides an introduction to the concepts of NLP, including tokenization, lemmatization, and part-of-speech tagging. We then delve into the basics of modeling, which include vector representations and probabilistic models. Through practical exercises, you will immerse yourself in the world of transformer-based language models.
LLM Techniques and Applications
In this training, you will gain expertise in Large Language Models (LLM). We provide the fundamentals of prompt engineering and discuss Retrieval Augmented Generation (RAG) for optimizing the context of LLMs. As part of the bootcamp, you will build powerful LLM agents capable of completing tasks, solving problems, and working with a variety of tools. Participants also learn to optimize LLMs by engaging with fine-tuning embeddings and creating domain-adapted RAG chat models. The bootcamp also covers aspects of evaluation, bias, and fairness in natural language processing. Security aspects and basic MLOps are also addressed.
Why participate?
This specialized course offers you:
- Intensive practice projects: You will tackle hands-on projects every day and build a portfolio of cutting-edge NLP applications that reflects your newly acquired skills.
- Practical applicability: Learn how to use NLP at work to solve real-life problems and develop innovative solutions.
- State-of-the-art teaching methods: Our lecturers are seasoned professionals used to teaching complex concepts in a comprehensible and practice-focused way.
- Career benefits: No matter whether you want to develop your existing skills or enter the world of natural language processing, this specialized course will open new career opportunities for you.
- Networking opportunities: Meet like-minded people and expand your professional network.
