实践：第14章 课程学习与实践总结

PAGE20 大语言模型通识 课程学习与实践总结 PAGE21第1第14章课程学习与实践总结课程学习与实践总结1.课程的基本内容至此，我们顺利完成了“大语言模型”课程的全部教学任务。为巩固通过课程学习和实践活动所了解和掌握的知识和技术，请就此做一个系统的总结。由于篇幅有限，如果书中预留的空白不够，请另外附纸张粘贴在边上。（1）本学期完成的“大语言模型”课程的学习内容主要有（请根据实际完成的情况填写）：第1章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第2章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第3章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第4章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第5章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第6章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第7章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第8章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第9章：主要内容是：_______________________________________________________________________________________________________________________________________________________________________________________________________________________________第10章：主要内容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第11章：主要内容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第12章：主要内容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第13章：主要内容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________第14章：主要内容是：______________________________________________________________________________________________________________________________________________________________________________________________________________________________（2）请回顾并简述：通过学习，你初步了解了哪些有关人工智能和大语言模型的重要概念（至少3项）：① 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名称：____________________________________________________________________简述：________________________________________________________________________________________________________________________________________________________________________________________________________________________________________2.对实践活动的基本评价（1）在全部实践活动中，你印象最深，或者相比较而言你认为最有价值的是：①___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________②___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________（2）在实践活动中，你认为应该得到加强的是：①___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________②___________________________________________________________________________你的理由是：____________________________________________________________________________________________________________________________________________________（3）对于本课程和本书的学习内容，你认为应该改进的其他意见和建议是：________________________________________________________________________________________________________________________________________________________________3.课程学习能力测评请根据你在本课程中的学习情况，客观地在人工智能与大语言模型知识方面对自己做一个能力测评，在表14-1的“测评结果”栏中合适的项下打“”。表14-1课程学习能力测评关键能力评价指标测评结果备注很好较好一般勉强较差课程基础内容1.了解本课程的知识体系、理论基础及其发展2.熟悉人工智能相关知识3.掌握大模型定义与基础知识4.了解大模型架构的知识5.了解大模型的人工数据标注专业基础知识6.了解大模型预训练数据知识7.了解大模型的开发组织8.了解大模型的分布式训练9.熟悉大模型提示工程与微调10.了解强化学习方法基于知识的系统11.熟悉基于大模型的智能体技术12.熟悉基于大模型的智能体技术13.熟悉大模型应用框架14.熟悉大模型技术伦理与限制15.了解和完成大模型评估16.了解大模型的健康未来安全与发展17.熟悉大模型安全与隐私保护18.熟悉人工智能技术的发展解决问题与创新19.掌握通过网络提高专业能力、丰富专业知识的学习方法20.能根据现有的知识与技能创新地提出有价值的观点说明：“很好”5分，“较好”4分，余类推。全表满分为100分，你的测评总分为：_________分。4.大语言模型学习总结______________________________________________________________________________________________________________________________________________________________________________________________________________________