NLP Training
Through our Natural Language Processing (NLP) Training your data and AI team will learn how to apply NLP to real-world use cases. In addition to practical applications, our course includes an in-depth explanation of the deep learning models and methods.
Learn to create NLP-based applications
Natural language processing (NLP), the driving force behind the recent hype around artificial intelligence, is currently receiving a lot of attention. Data scientists and machine learning engineers are increasingly shifting their attention towards this subdomain of AI ensuring that they can meet increasing business needs around these technologies.
In the field of NLP, the rise of pre-trained models has greatly changed how AI experts work. Instead of training their own models from scratch, it’s now about creating customized AI solutions that have large, pre-trained language models at their core. With this advancement, open-source frameworks such as Hugging Face "Transformers" have become a central component in the toolbox of modern data scientists.
Our NLP course enables your data & AI team to master the art of natural language processing. It offers hands-on experience with Hugging Face and PyTorch, as well as methodological deep-dives into model architectures and other methods like fine-tuning or zero-shot learning.
Content of the NLP training
Hugging Face and PyTorch in Python
Our NLP course is not only a theoretical, but also consists practical hands-on sessions. We will use state-of-the-art frameworks like Hugging Face and PyTorch.
Encoder (BERT) and Decoder (GPT-3)
BERT and GPT-3 are often familiar terms. We will cover in the workshop how exactly both models work, where the differences lie and what you else need to know.
Transformer Architecture
The Transformer architecture with its "Attention" mechanism is at the core of many modern LLMs. In the training, you will understand how and why this works.
Fine-Tuning and Zero-Shot Learning
Fine-Tuning and Zero-Shot Learning are an essential part of working with NLP models. In the course you will learn what it means and how it can be implemented.
Key facts
The natural language processing course is for data and AI teams that attempt to leverage NLP within their business context.
As it suits you best, we offer the natural language processing training at your place, remotely, or at our office.
The NLP course contains hands-on sessions to gather real experience. If it’s in your interest, we can include a hackathon on an use case from your organization.
Depending on your needs we prioritize, skip or add content so that you get the most out of it. It can be adjusted to take place over one to three days.
Are you interested in an NLP Training?
Discuss your challenges and goals in the area of Data & AI with us.
Receive a customized and transparent offer.
We present our approach to all relevant stakeholders.
Our dedicated project team takes care of your needs.
