Corporate Training / Large Language Model (LLM) Deployment with AI

Large Language Model (LLM) Deployment with AI

Explore how to train, deploy, and fine-tune large language models for business use.

Large language model deployment training
 

About

As organizations explore custom AI solutions, teams need the skills to train, deploy, and manage large language models responsibly. This program introduces the essentials of large language model operations for business use, including transformer architectures, production-grade prompting, fine-tuning, workflow integration, and responsible AI practices. Participants use Python and platforms such as Hugging Face and others to explore how custom LLM applications can be deployed while supporting data privacy, ethics, and organizational goals.

 
 
  • Aspiring and existing technical professionals looking to build expertise in large language model deployment
  • Software developers, coders, and AI practitioners looking to fine-tune and integrate LLM applications
  • Data and analytics teams looking to apply LLMs to business workflows
  • Leaders looking to understand the opportunities and risks of custom LLM solutions
 
  • A practical understanding of large language model architecture and core transformer concepts
  • The ability to design and apply effective prompting strategies for LLM applications
  • Experience training and fine-tuning LLMs using appropriate data and responsible development practices
  • Approaches for integrating LLM applications into organizational workflows
  • Strategies for deploying, monitoring, and evaluating LLM-enabled solutions