Course Outline
Introduction to GPT-5 and Developer Capabilities
- GPT-5 key capabilities, multi-modality, and agent features
- Choosing models, understanding pricing and limits
- Ethical considerations and enterprise governance
Prompting and System Design for Reliable Outputs
- Prompt patterns, system messages, and context engineering
- Chain-of-thought vs. concise prompting and few-shot techniques
- Testing prompts and establishing acceptance criteria
APIs, SDKs, and Local Dev Workflow
- Calling GPT-5 APIs, SDK usage, authentication and secrets management
- Local development, mocking responses, and sandboxing
- Versioning, request/response schemas, and error handling
Building Agents and Tool Integrations
- Designing safe agent architectures and tool interfaces
- Routing, orchestration, and fallback strategies
- Rate-limits, concurrency control, and transactional considerations
Testing, Evaluation and Validation
- Automated test suites for prompts and behaviors
- Red-teaming, fuzz testing, and adversarial examples
- Metrics for accuracy, hallucination rates, and user satisfaction
Deployment, Monitoring and Observability
- CI/CD patterns for model-enabled features and canary releases
- Logging, tracing, and telemetry for prompt-level observability
- Alerting, SLA considerations, and incident response
Security, Privacy and Cost Optimization
- Data handling, PI/PHI considerations, and context sanitization
- Access control, auditing, and compliance checkpoints
- Token usage optimization, batching, and caching strategies
Summary and Next Steps
Requirements
- An understanding of at least one programming language such as Python or JavaScript
- Experience calling REST APIs or SDKs
- Basic familiarity with ML/AI concepts and JSON data structures
Audience
- Software engineers
- ML engineers
- DevOps / SRE engineers
회원 평가 (4)
제가 매우 감사한 점은 강사가 모든 내용을 얼마나 잘 설명했는지입니다. Finance이 제 전공 분야는 아니지만, 모든 참가자가 동일한 페이지에 있도록 했으며, 남은 시간을 유지했습니다. 연습은 적절한 간격에 배치되었습니다. Communication는 참가자들과의 소통은 항상 있었습니다. 자료는 너무 많지도, 적지도 않았습니다. 그는 복잡한 주제를 더 잘 설명하여 모든 사람이 이해할 수 있도록 했습니다.
Diana
Course - ChatGPT for Finance
Machine Translated
주제와 그것을 제시하는 방식.
Mark Mackintosh - IUM Insurance
Course - ChatGPT for Executives
Machine Translated
저는 Sonia가 청중과 상호 작용하는 방식을 좋아합니다. 그녀는 다른 웹 세미나처럼 지루하지 않고 웹 세미나를 생생하게 만들었습니다. 저도 ChatGPT에 놀랐고 정말 감동받았어요.
NURUL FARIHAH BINTI ABD MALEK - HRD CORP
Course - ChatGPT for Accounting
Machine Translated
Practical examples in Insurance