AIT (Artificial Intelligence Technology)
小学阶段(3-6年级,每年18课时)
Primary School Stage (Grades 3-6, 18 hours per year)
1. 认识人工智能:AI是什么?(4课时)
1. Understanding Artificial Intelligence: What is AI? (4 hours)
- AI的基本概念和应用领域
- Basic concepts and application areas of AI
- AI在日常生活中的应用
- AI applications in daily life
- AI的发展历程和未来展望
- AI development history and future prospects
- AI的基本伦理问题(整合部分伦理内容)
- Basic ethical issues in AI (integrating some ethical content)
2. AI在我们身边:日常生活中的AI应用(6课时)
2. AI Around Us: AI Applications in Daily Life (6 hours)
- 识别生活中的AI应用
- Identifying AI applications in everyday life
- AI对生活方式的影响
- The impact of AI on lifestyles
- AI的局限性和挑战
- Limitations and challenges of AI
- AI应用案例分析(包含简单的伦理讨论)
- AI application case studies (including simple ethical discussions)
3. AI思维训练:解决问题的新方法(6课时)
3. AI Thinking Training: New Problem-Solving Methods (6 hours)
- 算法思维入门
- Introduction to algorithmic thinking
- 模式识别基础
- Basics of pattern recognition
- 简单的机器学习概念
- Simple machine learning concepts
- AI在创意思考中的应用
- Application of AI in creative thinking
4. Scratch编程基础(10课时,课后或周末)
4. Scratch Programming Basics (10 hours, after school or weekends)
- Scratch界面和基本功能 (选修)
- Scratch interface and basic functions (elective)
- 使用Scratch创建简单游戏和动画
- Creating simple games and animations using Scratch
- 在Scratch中模拟简单的AI行为
- Simulating simple AI behaviors in Scratch
初中阶段(7-9年级,每年27课时)
Middle School Stage (Grades 7-9, 27 hours per year)
1. AI基础知识与应用(10课时)
1. AI Fundamentals and Applications (10 hours)
- 机器学习基础概念
- Basic concepts of machine learning
- 神经网络入门
- Introduction to neural networks
- AI在不同领域的应用介绍
- Introduction to AI applications in various fields
- AI的社会影响和责任(整合伦理内容)
- Social impact and responsibility of AI (integrating ethical content)
2. AI工具应用:快速制作AI产品(8课时)
2. AI Tool Applications: Rapid AI Product Development (8 hours)
- 无代码AI平台介绍
- Introduction to no-code AI platforms
- 使用预训练模型创建应用
- Creating applications using pre-trained models
- AI对话机器人制作
- Developing AI chatbots
- AI应用的安全和隐私考虑(整合安全内容)
- Security and privacy considerations in AI applications (integrating security content)
3. 跨学科AI应用(9课时)
3. Interdisciplinary AI Applications (9 hours)
- AI辅助写作与论文撰写
- AI-assisted writing and paper composition
- AI在科学实验中的应用
- AI applications in scientific experiments
- AI辅助数学学习
- AI-assisted mathematics learning
- AI在语言学习中的应用
- AI applications in language learning
- AI跨学科应用综合实践
- Comprehensive practice of interdisciplinary AI applications
4. Python编程基础与简单AI应用(15课时,课后或周末)
4. Python Programming Basics and Simple AI Applications (15 hours, after school or weekends)
- Python基础语法 (选修)
- Python basic syntax (elective)
- 数据处理和可视化(选修)
- Data processing and visualization (elective)
- 使用Python实现简单的机器学习模型
- Implementing simple machine learning models using Python
高中阶段(10-12年级,每年36课时)
High School Stage (Grades 10-12, 36 hours per year)
1. AI核心技术(12课时)
1. AI Core Technologies (12 hours)
- 深度学习基础
- Fundamentals of deep learning
- 计算机视觉和自然语言处理入门
- Introduction to computer vision and natural language processing
- 强化学习概念
- Concepts of reinforcement learning
- AI技术的伦理考量(整合伦理内容)
- Ethical considerations in AI technologies (integrating ethical content)
2. AI与数据科学(8课时)
2. AI and Data Science (8 hours)
- 大数据和AI的关系
- The relationship between big data and AI
- 数据收集、清洗和分析
- Data collection, cleaning, and analysis
- 数据可视化技术
- Data visualization techniques
- 数据伦理和隐私保护(整合伦理内容)
- Data ethics and privacy protection (integrating ethical content)
3. AI项目开发(12课时)
3. AI Project Development (12 hours)
- 项目构思与需求分析
- Project ideation and requirements analysis
- AI模型选择与应用
- AI model selection and application
- 项目实施和测试
- Project implementation and testing
- AI项目的社会责任和风险控制(整合伦理和安全内容)
- Social responsibility and risk control in AI projects (integrating ethical and security content)
4. AI前沿技术和未来趋势(4课时)
4. AI Cutting-edge Technologies and Future Trends (4 hours)
- AI最新研究方向介绍
- Introduction to the latest AI research directions
- AI在各行业的未来应用
- Future applications of AI in various industries
- AI与人类的未来关系
- The future relationship between AI and humans
- AI发展的伦理挑战(整合伦理内容)
- Ethical challenges in AI development (integrating ethical content)
高级AI编程与实践(20课时) (选修)
Advanced AI Programming and Practice (20 hours)
- 高级Python编程
- Advanced Python programming (elective)
- 使用TensorFlow或PyTorch实现深度学习模型
- Implementing deep learning models using TensorFlow or PyTorch
- AI模型部署和优化
- AI model deployment and optimization
配套活动
Supplementary Activities
- AI创新大赛:鼓励学生运用所学知识,开发创新AI应用。
- AI Innovation Competition: Encourage students to apply their knowledge to develop innovative AI applications.
- AI伦理辩论赛:组织学生讨论AI伦理问题,培养批判性思维。
- AI Ethics Debate Competition: Organize students to discuss AI ethical issues, cultivating critical thinking.
- AI职业体验日:邀请AI领域专业人士分享经验,帮助学生了解职业发展方向。
- AI Career Experience Day: Invite AI professionals to share experiences, helping students understand career development paths.
- AI技术讲座系列:定期邀请专家进行前沿AI技术分享。
- AI Technology Lecture Series: Regularly invite experts to share cutting-edge AI technologies.