AI Engineering

Description

AI Engineering is a comprehensive and intensive training program designed to equip participants with the skills necessary to design, build, evaluate, and deploy production-ready AI systems powered by large foundation models.

As foundation models like GPT and other large-scale AI systems rapidly transform business processes and reshape the global job market, this program prepares professionals to meet the increasing demand for AI engineers who can create reliable, scalable, and responsible AI solutions.

The course integrates key areas such as software architecture, data engineering, machine learning, and Ethical AI, providing a well-rounded and industry-relevant perspective. Participants will engage in real-world AI engineering workflows.

The program culminates in a capstone project that addresses a real IT service management or business process challenge, ensuring participants achieve practical outcomes that are ready for their portfolios.

Why choose this course:

• Foundation models are quickly changing business processes and technology landscapes. The job market is increasingly seeking engineers who can design, evaluate, and optimize AI-driven systems.

• This program combines theoretical knowledge with real-world practice that aligns with industry workflows, including prompting, orchestration, fine-tuning, and deployment. 

• Participants will gain hands-on experience in building production-ready AI solutions. The course also employs measurable evaluation standards and provides structured feedback to ensure the development of competencies

What You Will Learn in This Course

Participants will learn to:

• Explain the architecture and lifecycle of applications based on foundation models. 

• Evaluate model capabilities, risks, safety considerations, and alignment with goals. 

• Engineer high-quality prompts and build Retrieval-Augmented Generation (RAG) pipelines. 

• Perform domain-specific fine-tuning and dataset engineering.  

• Optimize inference processes, monitor performance, and manage costs effectively.

• Deliver a functional AI copilot that addresses a real business or IT challenge.

Who Should Attend

• Professionals interested in designing and deploying AI systems.
• Engineers and developers looking to work with foundation models.
• IT specialists aiming to integrate AI into business processes.
• Master’s level learners with a background in databases and data management.
• Individuals who want to build practical, production-ready AI applications.

Certification:

Certificate of Completion from CTC UAE