Now that the model is trained and validated, the next step is to implement it into software applications or systems – such as databases, applications, interfaces, or other elements. However, if you decide to use an existing API such as GPT, Claude, or Gemini, you may not need to fine-tune a model and can instead focus on prompt engineering. (This is a technique used to get LLMs to produce outputs specific to your use case).
When they graduate, these apprentices will have experience and a degree in a high demand skill area. It will support jobs growth by tackling pressing skills shortages and be a blueprint for a new generation of engineering studies nationally. In today’s dynamic and technology-driven world, artificial intelligence (AI) is reshaping industries and transforming how we live and work. The ability to design effective prompts and interactions with AI systems is becoming a critical skill for leveraging AI’s full potential and ensuring its responsible use.












