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
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.
Your Instructor
Data Science Academy
Bridging knowledge to industry with Data & AI education
4.3 Instructor Rating
1,070 Reviews
50,911 Students
24 Courses
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