課程簡介
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
最低要求
- 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
客戶評論 (4)
我非常欣赏培训师的授课方式。即使Finance不是我的专业领域,我也能理解所有内容。他确保每位参与者都能跟上进度,同时合理安排时间。练习的间隔也很恰当。Communication与参与者的互动始终存在。材料非常合适,不多不少。他对一些较为复杂的内容进行了很好的阐述,确保每个人都能理解。
Diana
Course - ChatGPT for Finance
機器翻譯
主題及其呈現方式。
Mark Mackintosh - IUM Insurance
Course - ChatGPT for Executives
機器翻譯
我喜歡索尼婭與觀眾互動的方式,她讓網路研討會變得生動起來,不像其他網路研討會那樣無聊。我也對 ChatGPT 感到驚訝,真的令人印象深刻。
NURUL FARIHAH BINTI ABD MALEK - HRD CORP
Course - ChatGPT for Accounting
機器翻譯
Practical examples in Insurance