ChatGPT for Real-World Applications: From Prompts to Product

Design, integrate, and deploy ChatGPT systems for real business and production use

What you’ll learn
Understand how ChatGPT and large language models actually work, including their capabilities, limitations, and real-world risks, so they can be used responsibly
Design reliable and structured prompts that produce consistent, controllable outputs suitable for real business and engineering use cases.
Move beyond chatbots to build production-ready ChatGPT applications, using APIs, tool-calling, and multi-step workflows.
Integrate ChatGPT with external data using Retrieval-Augmented Generation (RAG) to reduce hallucinations and generate grounded, auditable responses.
Design and evaluate ChatGPT system architectures, considering latency, cost, scalability, and failure-tolerant workflows.
Apply testing, monitoring, and evaluation techniques to ensure AI outputs remain accurate, reliable, and trustworthy in production environments.
Address real-world concerns such as bias, privacy, and compliance, including safe handling of sensitive data and human-in-the-loop validation.
Build and present a complete ChatGPT-powered application, demonstrating the ability to take an idea from prompt design to production-ready deployment.

Requirements
Basic familiarity with using ChatGPT or similar AI tools
General understanding of how software or business workflows operate
Curiosity about AI systems, automation, or real-world applications
Willingness to think beyond simple prompts and chat interfaces

Description
Who this course is for
Developers and software engineers who want to integrate ChatGPT into real applications, workflows, and production systems using APIs, tools, and structured architectures.
Data analysts, data engineers, and analytics professionals who want to use ChatGPT for reporting, insight generation, internal assistants, and data-driven decision support.
Product managers, technical leads, and founders who need to design, evaluate, and ship AI-powered features responsibly and effectively.
Business professionals and operations teams who want to automate workflows, improve productivity, and understand how ChatGPT can be safely deployed in real business environments.
Students and career switchers who want job-ready, real-world skills in generative AI beyond simple prompt writing.