In-house language models
From the database to implementation
The development and introduction of corporate language models is a decisive step in the digital evolution of any company. In our training course, you will learn how to proceed from initial data preparation to final implementation. WE covers the essential steps such as model development and training, integration into existing systems and compliance with legal and ethical framework conditions. The aim is to enable you to use language technologies in such a way that they create real added value for your company, for example by Automating work processes, improving customer service and opening up new possibilities for data analysis. This course provides you with the knowledge and skills to use language models responsibly and effectively in your company.
WORKOUT
Training dates and registration
Basic knowledge and areas of application of language models
You want to learn about the basic functions of language models and how they can be used in different areas of the company.
Collect and process data
GAin insights into the data collection and preparation processes required to develop a robust language model.
Legal and ethical principles
Deepen your understanding of the legal and ethical considerations that need to be taken into account when implementing AI technologies in your organisation.
Contents
Introduction to Large Language Models (LLMs)
An overview of large language models and their potential for transforming business processes.
Data collection and processing
Techniques and methods for the effective preparation of data for training your language model.
Training and optimisation
Strategies for optimising your model for specific use cases in your company.
Implementation and integration
Instructions for integrating the trained model into your existing systems and workflows.
Legal and ethical considerations
Import considerations regarding data protection, data security and ethical aspects when dealing with AI.
