Python and PyTorch: Hands-On AI for Language Models (S-IT0068)

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This seminar is designed for intermediate Python programmers and AI practitioners who are comfortable with Python, have basic machine learning knowledge, and are eager to deepen their skills in NLP and PyTorch-based model development.

Dauer

16,00 Stunde(n)

2 days

Sprache(n) der Dienstleistung

EN

Nächster Termin

18.05.2026
Ort
Chambre des salariés - LLLC

Preis

440,00€

Voraussetzungen

Basic programming experience with Python and confidence in writing Python code are required.

Ziele

  • Understand the Basics of Language Models
  • Build and Fine-Tune Custom Models
  • Apply Techniques to Solve Real-World NLP Problems

Inhalt

  • Introduction to Language Models and Transformers
    • Fundamentals of NLP and language models (LMs), covering key concepts like tokenization, embeddings, and attention mechanisms.
    • Overview of Transformer architectures and popular models like BERT and GPT.
  • Building a Language Model from Scratch with Python and PyTorch
    • Step-by-step guide to implementing a simple language model in PyTorch, covering layers, tokenization, and loss functions.
    • Training and evaluating the model on a small dataset to understand performance and limitations.
  • Fine-Tuning Pre-trained Models with Python and PyTorch
    • Introduction to Hugging Face Transformers and PyTorch Lightning.
    • Hands-on exercise: fine-tuning a pre-trained model for a specific task, such as sentiment analysis or text classification.

Nächster Termin

Datum
Stadt
Sprache und Preis
18.05.2026

19.05.2026
Chambre des salariés - LLLC
EN 440,00€

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FR
Tag
Lycée des Arts et Métiers Luxembourg
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