The program at a glance
This practice-oriented bootcamp offers a unique opportunity for a deep dive into the world of natural language processing (NLP). Learn how artificial intelligence is shaping the future and how to use this groundbreaking technology in your professional environment. The program will guide you from the basic concepts to the latest advances and emerging innovations within NLP.
The course starts with an introduction to the basic concepts of NLP including tokenization, lemmatization, and part-of-speech tagging, followed by modeling fundamentals like vector representations and probabilistic models. It then discusses transformer-based language models and LLMs (Llama, Bard, PaLM, ChatGPT), and RAG for tasks such as machine translation and text summarization. The course also addresses fine-tuned models, vector-based databases, and MLOps for NLP applications, including LangChain. Topics like evaluation, bias and fairness in NLP and security aspects will be covered as well.
Why participate? This specialized course offers you:
- 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.
