AI Applications for Business

Catalog description

This course offers a practical introduction to the modern data science and AI tools and technologies that are reshaping business analytics. We will focus on the full lifecycle of machine learning applications and MLOps, including deployment using containers, versioning, and maintenance with Git. We'll also cover the essential applications of Large Language Models (LLMs), AI Agents, and the Agent Workflows that orchestrate multiple AI tools to tackle complex analytical challenges and business processes. The emphasis is on a grounded, hands-on approach, utilizing current platforms and frameworks to solve real-world business problems.