Introduction to AI Programming for Public Sector Innovation培訓
AI Programming 是编程工具和技术的实际应用,用于创建智能系统,以协助自动化、分析和服务增强。
本课程为讲师指导的培训(线上或线下),面向在AI领域经验有限或正在发展的公共部门专业人员,他们支持创新、研究或运营转型,并希望获得实际编程技能,以探索如何在政府工作流程中构建和应用AI工具。
通过本培训,学员将能够:
- 理解核心AI概念,包括大型语言模型、API和智能自动化。
- 编写简单的Python脚本来调用AI服务并处理结构化数据。
- 使用AI创建原型,用于摘要、分类或聊天机器人开发等任务。
- 评估公共部门AI开发的风险和限制(隐私、可解释性、合规性)。
课程形式
- 互动讲座和讨论。
- 在公共部门示例中实际使用Python和LLM API。
- 专注于数据分析、内容自动化和工作流程原型的指导练习。
课程定制选项
- 如需根据您部门的工作流程或内部工具定制本课程,请联系我们安排。
課程簡介
AI基礎 Programming
- 什麼是AI編程?關鍵概念與範例
- 公共部門中的AI應用:聊天機器人、摘要工具、智能搜索
- AI模型與傳統編程邏輯的對比
AI入門 Python
- 編寫你的第一個 Python 腳本
- 處理數據結構與控制邏輯
- AI編程的庫:requests、pandas、json
使用AI API
- 什麼是API?安全地使用AI模型 Access
- 向模型發送文本與結構化數據
- 使用 OpenAI、Cohere 或 Hugging Face API
創建簡單的AI工具
- 構建文件摘要工具
- 為公民服務開發聊天機器人原型
- 使用AI自動標籤公共數據集
評估輸出與限制
- 理解概率性AI行為
- 提示工程與管理輸出質量
- 對原型進行紅隊測試以檢測偏見與幻覺
合規、倫理與負責任的開發
- 政府中的隱私與可解釋性要求
- 開源與專有模型的優缺點
- 安全實驗與擴展的檢查清單
總結與下一步
最低要求
- 具备电子表格或结构化数据的基本使用经验
- 熟悉公共部门服务交付或分析任务
- 无需编程经验(将涵盖入门Python内容)
受众
- 探索在日常工作流程中使用AI的公务员和分析师
- 寻求AI集成实践技能的数字政府专业人士
- 政府中的创新、转型和研究团队
Open Training Courses require 5+ participants.
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相關課程
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7 時間:AI policy and regulation is a rapidly evolving area that directly impacts how governments develop, adopt, and oversee artificial intelligence systems.
This instructor-led, live training (online or onsite) is aimed at public sector legal and compliance professionals with limited prior exposure to AI technologies who wish to understand regulatory developments, ethical frameworks, and policy considerations for responsible AI deployment.
By the end of this training, participants will be able to:
- Interpret key components of AI-related regulations such as the EU AI Act and GDPR.
- Assess national and international policy developments (Canada, U.S., OECD, etc.).
- Evaluate legal and ethical risks in AI procurement and use.
- Contribute to AI governance, oversight, and cross-agency alignment.
Format of the Course
- Interactive lecture and legal case analysis.
- Regulatory comparisons and policy mapping exercises.
- Scenario-based group discussion.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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This instructor-led, live training (online or onsite) is aimed at public service delivery professionals with limited experience in AI who wish to explore real-world applications, automation strategies, and planning considerations for incorporating AI into front-line government services.
By the end of this training, participants will be able to:
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Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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This instructor-led, live training (online or onsite) is aimed at public sector IT and risk professionals with limited prior experience in AI who wish to understand how to evaluate, monitor, and secure AI systems within a government or regulatory context.
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- Interactive lecture and discussion of public sector use cases.
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Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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This instructor-led, live training (online or onsite) is aimed at public sector administrative professionals with little to no prior experience in AI who wish to improve everyday productivity through the practical use of AI assistants and automation tools.
By the end of this training, participants will be able to:
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Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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本次由讲师指导的培训(线上或线下)面向公共部门工作人员,特别是那些对 AI 工具使用经验有限或没有经验,但希望有效应用 ChatGPT 进行政府相关沟通、分析和行政效率提升的人员。
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课程形式
- 互动式讲座和讨论。
- 真实的政府导向用例。
- 动手实践和提示写作练习。
课程定制选项
- 如需根据您部门的特定工作流程或政策优先级定制本课程,请联系我们安排。
ChatGPT for Legislative Drafting and Policy Writing
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這是由講師指導的培訓(線上或線下),針對那些在立法和政策內容起草、編輯或審查方面負責,且希望使用 ChatGPT 提升精確性、清晰度和速度的公共部門專業人士,無論他們是否具備使用人工智慧的經驗。
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- 創建和修訂多個版本,以獲取利益相關者的意見或法律審查。
- 確保文件結構和合規要求的一致性。
課程形式
- 互動式講座與討論。
- 在立法和政策起草情境中實際操作 ChatGPT。
- 專注於文件結構、語調和法律清晰度的指導練習。
課程定制選項
- 如需根據您部門的工作流程或內部工具定制此課程,請聯繫我們安排。
ChatGPT for Public Communication and Citizen Engagement
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Format of the Course
- Interactive lecture and discussion.
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- Guided exercises focused on outreach, tone management, and language inclusivity.
Course Customization Options
- To request a customized training for this course based on your department's workflows or internal tools, please contact us to arrange.
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Format of the Course
- Interactive lecture and discussion.
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Course Customization Options
- To request a customized training for this course based on your department's workflows or internal tools, please contact us to arrange.
Microsoft 365 Copilot for Government Use: Efficiency, Communication, and Insight
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- 遵循公共部門環境中 Copilot 的負責任使用指南。
課程形式
- 互動式講座與討論。
- 在模擬政府場景中實際使用 Microsoft 365 Copilot。
- 專注於溝通、報告和會議效率的指導練習。
課程定制選項
- 如需根據您部門的工作流程或內部工具定制此課程,請聯繫我們安排。
DeepSeek for Government and Policy-Making
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This instructor-led, live training (online or onsite) is aimed at public sector leaders with little to no prior background in AI who wish to understand the fundamentals of AI, assess its strategic relevance, and explore how it can be ethically and effectively adopted within government organizations.
By the end of this training, participants will be able to:
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Format of the Course
- Interactive lecture and discussion.
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Course Customization Options
- To request a customized training for this course, please contact us to arrange.