[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$f6vBFfYBMt2Fcn6jy5Am_dNy_e3nGnwrSNgAMiuve4MM":3},{"answer":4,"createTime":5,"id":6,"options":7,"origin":12,"question":16,"related":17,"source":27,"type":28},[],"2026-05-21 09:53:33",380425818,[8,9,10,11],"监督学习使用大量数据,无监督学习使用少量数据","监督学习需要标注数据(含标签),无监督学习不需要","监督学习仅用于分类,无监督学习仅用于回归","监督学习无需模型评估,无监督学习需要",{"courseId":13,"courseImg":14,"courseName":15},"53e1d2ef4961cca8eea3e23969ad2cb9","https:\u002F\u002Ftihai-oss-cloud.itihey.com\u002Fimg\u002F03a579384a6dc297c89809b582fcc767.png","默认课程","监督学习与无监督学习的核心区别在于?( )",[18,29,38,47,50,59,67,73,82,91],{"answer":19,"createTime":5,"id":20,"options":21,"question":26,"source":27,"type":28},[],380425815,[22,23,24,25],"让计算机模仿人类的肢体动作","从数据集中总结规律,利用规律对新数据进行预测","编写固定程序让计算机重复执行任务","让计算机自主产生新的编程语言","以下关于机器学习的核心目的,描述最准确的是?( )","v1",0,{"answer":30,"createTime":5,"id":31,"options":32,"question":37,"source":27,"type":28},[],380425816,[33,34,35,36],"模型","数据集","特征","奖励函数","机器学习流程中,&quot;包含一组相关数据样本,用于训练和测试模型&quot;的是?( )",{"answer":39,"createTime":5,"id":40,"options":41,"question":46,"source":27,"type":28},[],380425817,[42,43,44,45],"文本数据","图像数据","模型参数量","音频数据","以下哪项不属于数据集常见的数据类型?( )",{"answer":48,"createTime":5,"id":6,"options":49,"question":16,"source":27,"type":28},[],[8,9,10,11],{"answer":51,"createTime":5,"id":52,"options":53,"question":58,"source":27,"type":28},[],380425819,[54,55,56,57],"用户购买行为聚类","金融欺诈检测(异常检测)","基于历史天气数据预测未来温度","社交网络节点分析","以下哪项属于监督学习的典型应用场景?( )",{"answer":60,"createTime":5,"id":61,"options":62,"question":66,"source":27,"type":28},[],380425820,[63,64,35,65],"环境","智能体","卷积核","强化学习中,&quot;学习和决策的主体,通过观察环境、采取行动获得反馈&quot;的是?( )",{"answer":68,"createTime":5,"id":69,"options":70,"question":72,"source":27,"type":28},[],380425821,[35,34,71,33],"奖励","强化学习中,用于&quot;显示智能体某一步策略表现&quot;的反馈信号是?( )",{"answer":74,"createTime":5,"id":75,"options":76,"question":81,"source":27,"type":28},[],380425822,[77,78,79,80],"手写数字识别","训练自动驾驶汽车做出驾驶决策","文本情感分析","图像聚类","以下哪项属于强化学习的典型应用?( )",{"answer":83,"createTime":5,"id":84,"options":85,"question":90,"source":27,"type":28},[],380425823,[86,87,88,89],"计算机CPU结构","人类大脑神经元","数据集的特征分布","奖励函数的反馈逻辑","人工神经元的设计灵感来源于?( )",{"answer":92,"createTime":5,"id":93,"options":94,"question":99,"source":27,"type":28},[],380425824,[95,96,97,98],"是一种单层人工神经网络模型","最早由佛兰克&middot;罗森布拉特提出","能够处理非线性可分问题","是神经网络的早期形式","以下关于感知机的说法,错误的是?( )"]