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["附表1：        数据科学与大数据技术专业课程设置与学分分布表"]
["教育\n层次","课程\n类别","课程\n性质","课程编码","课程名称","学分","学时数",{"$nulls":3},"修课\n学期","备注","学分\n要求"]
[{"$nulls":6},"总学时","理论","实验/实践","上机"]
["通识教育","必修","理论（含课内实践）","1BH07001","思想道德修养与法律基础",3,48,36,12,null,1,null,{"$f":"SUM(F4:F9)","v":28}]
[{"$nulls":3},"1BH07002","马克思主义基本原理概论",3,48,36,12,null,3]
[{"$nulls":3},"1BH16002","中国近现代史纲要",3,48,36,12,null,4]
[{"$nulls":3},"1BH16003","毛泽东思想和中国特色社会主义理论体系概论",3,48,36,12,null,5]
[{"$nulls":3},"1BL10006-9","大学体育(1)-(4)",4,128,128,null,null,"1--4"]
[{"$nulls":3},"1BL08001-3","大学英语(1)-(3)",12,192,168,24,null,"1--3"]
[null,null,"实践环节","1BS07002","思想政治理论课综合实践",2,32,null,32,null,5,null,2]
[null,"选修","理论（含课内实践）","第一模块","自然科学与信息技术",{"$nulls":5},"1--7",null,"至\n少\n选\n修\n8\n学\n分"]
[{"$nulls":3},"第二模块","经济管理"]
[{"$nulls":3},"第三模块","人文社科"]
[{"$nulls":3},"第四模块","创新创业"]
[{"$nulls":3},"第五模块","艺术与体育"]
[{"$nulls":3},"第六模块","跨文化沟通与交流"]
[{"$nulls":3},"第七模块","卓越工程师素质教育"]
["学科基础教育","必修","理论（含课内实践）","1BL09001-2","高等数学A(1)(2)",11,176,176,null,null,"1--2",null,{"v":58,"d":"58.0"}]
[{"$nulls":3},"1BL09007","线性代数A",3,48,48,null,null,1]
[{"$nulls":3},"1BL09009","概率论与数理统计A",3,48,48,null,null,3]
[{"$nulls":3},"1BL09013-14","大学物理A(1)(2)",6.5,104,104,null,null,"2--3"]
[{"$nulls":3},"0BS04003","专业认知与实践",2,32,24,8,null,1]
[{"$nulls":3},"0BH04904","程序设计基础(C语言)",5,80,64,16,null,1]
[{"$nulls":3},"0BL04922","离散数学(1)",4,64,64,null,null,2]
[{"$nulls":3},"0BH04928","面向对象技术(JAVA)",3.5,56,36,20,null,2]
[{"$nulls":3},"0BH20041","计算机电路基础",4,64,44,20,null,3]
[{"$nulls":3},"0BH04929","数据结构(C)",4.5,72,56,16,null,3]
[{"$nulls":3},"0BL09001","统计分析方法",4,64,64,null,null,4]
[{"$nulls":3},"0BH04004","计算机系统基础",4.5,72,56,16,null,4]
[{"$nulls":3},"0BL04002","最优化理论",3,48,48,null,null,5]
[null,null,"实践环节","1BS09001-2","物理实验A(1)(2)",3.5,56,null,56,null,"2--3",null,5.5]
[{"$nulls":3},"0BS04929","程序设计实践(Python)",2,32,8,24,null,2]
["专业教育","必修","理论(含课内实践）","0BH04005","数据采集",3,48,24,24,null,5,null,26]
[{"$nulls":3},"0BH04006","数据存储",4,64,48,16,null,4]
[{"$nulls":3},"0BH04007","高性能计算",3,48,24,24,null,5]
[{"$nulls":3},"0BH04008","人工智能",3,48,32,16,null,4]
[{"$nulls":3},"0BH04009","数据挖掘",3,48,32,16,null,5]
[{"$nulls":3},"0BH04010","数据可视化",2,32,16,16,null,6]
[{"$nulls":3},"0BH04919","算法设计与分析",2,32,24,8,null,4]
[{"$nulls":3},"0BH04925","计算机网络",3,48,40,8,null,5]
[{"$nulls":3},"0BH04926","软件工程",3,48,40,8,null,6]
["专业教育","必修","实践环节","0BS04004","前端技术开发实践",3,48,16,32,null,4,null,22.5]
[{"$nulls":3},"0BS04005","大数据系统与平台技术实践",3,48,16,32,null,6]
[{"$nulls":3},"0BS04006","大数据分析及可视化技术实践",3,48,16,32,null,6]
[{"$nulls":3},"0BS04007","大数据项目综合实践",5,"15周",{"$nulls":3},7]
[{"$nulls":3},"0BS04008","毕业设计",8.5,"17周",{"$nulls":3},8]
["附表1：       数据科学与大数据技术专业课程设置与学分分布表（续）"]
["教育\n层次","课程\n类别","课程\n性质","课程编码","课程名称","学分","学时数",{"$nulls":3},"修课\n学期","备注","学分\n要求"]
[{"$nulls":6},"总学时","理论","实验/实践","上机"]
["专业教育","选修","理论（含课内实践）","0RH04931","IT工程师职业道德与素养",2,32,24,8,null,2,null,"至\n少\n选\n修\n12\n学\n分"]
[{"$nulls":3},"0RL04002","XML与前端开发技术",1,16,16,null,null,"2"]
[{"$nulls":3},"0RH04213","开源软件开发技术",1,16,10,6,null,3]
[{"$nulls":3},"0RH04937","高级JAVA程序设计",2,32,24,8,null,4]
[{"$nulls":3},"0RL04902","专业英语",2,32,32,null,null,4]
[{"$nulls":3},"0RH04933","云计算导论",2,32,24,8,null,5]
[{"$nulls":3},"0RH04102","CUDA并行编程",2,32,20,12,null,5]
[{"$nulls":3},"0RH04936","多媒体技术",2,32,24,8,null,5]
[{"$nulls":3},"0RL04107","现代密码学",2,32,32,null,null,5]
[{"$nulls":3},"0RH06002","商务智能",2,32,24,8,null,5]
[{"$nulls":3},"0RL04003","社交网络",2,32,32,null,null,6]
[{"$nulls":3},"0RH06003","管理统计学",2,32,24,8,null,6]
[{"$nulls":3},"0RH04014","数据仓库与数据分析",2,32,24,8,null,6]
[{"$nulls":3},"0RH09004","统计分析与R语言",2,32,24,8,null,6]
[{"$nulls":3},"0RH04925","信息检索与搜索引擎",2,32,24,8,null,6]
[{"$nulls":3},"0RH04932","软件定义网络",2,32,24,8,null,6]
[{"$nulls":3},"0RH04307","网络工程师职业认证","1.5",24,12,12,null,6]
[{"$nulls":3},"0RH04926","物联网技术",2,32,16,16,null,6]
[{"$nulls":3},"0RL04004","大数据新技术讲座",1,16,16,null,null,7]
[null,null,"实践类","0RS04303","Web安全与渗透测试",2,32,16,16,null,6,null,"至\n少\n选\n修\n6\n学\n分"]
[{"$nulls":3},"0RS04905","科研开发类项目实践(1)",1,"2周",{"$nulls":3},4]
[{"$nulls":3},"0RS04906","科研开发类项目实践(2)",1,"2周",{"$nulls":3},5]
[{"$nulls":3},"0RS04907","科研开发类项目实践(3)",1,"2周",{"$nulls":3},6]
[{"$nulls":3},"0RS04004","NoSQL数据库",2,32,16,16,null,5]
[{"$nulls":3},"0RS04908","大学生科技创新训练项目",2,"4周",{"$nulls":3},7]
["毕业总学分",{"$nulls":11},{"v":168,"d":"168.0"}]
["第二课堂","必修","教育环节",null,null,"素质教育学分",null,"学时数",null,null,"修课年级"]
[null,null,"军事理论",null,null,2,null,32,null,null,"1年级"]
[null,null,"军训",null,null,2,null,"2周",null,null,"1年级"]
[null,null,"大学生心理健康",null,null,2,null,32,null,null,"1年级"]
[null,null,"大学生职业规划",null,null,1,null,24,null,null,"1年级"]
[null,null,"大学生安全知识教育",null,null,1,null,20,null,null,"1年级"]
[null,null,"形势与政策课",null,null,2,null,32,null,null,"2年级"]
[null,null,"体质健康达标测试",null,null,1,null,28,null,null,"1-4年级"]
[null,null,"就业创业指导",null,null,1,null,20,null,null,"4年级"]
["[说明]\n（一）关于“大学生科技创新训练项目”课程的说明\n   大学生科技创新训练项目是指本科生个人或团队，在导师指导下，自主完成创新性研究项目设计、研究条件准备和项目实施、软件或系统开发、研究报告撰写、成果（学术）交流等工作。该课程由学院统一安排，每学年开课一次，结课一次，学生通过开题、中期和结题审查才能获得学分，每位学生累计获得的学分不超过4学分。\n（二）关于“科研项目开发类实践（1）（2）（3）”课程的说明\n    科研项目开发类实践（1）（2）（3）是在第4、5、6学期设置的三门实践选修课，选课学生以个人或团队方式参与教师的科研工程项目，通过各专业组织的评审后才能获得学分。\n"]

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["附表2：        数据科学与大数据技术专业分学期教学计划进程表"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程\n类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/\n实践","上机"]
["第一学期"]
["1BH07001","思想道德修养与法律基础",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10006","大学体育(1)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08001","大学英语(1)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09001","高等数学A(1)",6,96,96,null,null,"必修","学科理论","理学院"]
["1BL09007","线性代数A",3,48,48,null,null,"必修","学科理论","理学院"]
["0BS04003","专业认知与实践",2,32,24,8,null,"必修","学科理论","计算机学院"]
["0BH04904","程序设计基础(C)",5,80,56,24,null,"必修","学科理论","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修24学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第二学期"]
["1BL10007","大学体育(2)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08002","大学英语(2)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09002","高等数学A(2)",5,80,80,null,null,"必修","学科理论","理学院"]
["1BL09013","大学物理A(1)",3.5,52,52,null,null,"必修","学科理论","理学院"]
["0BL04922","离散数学(1)",4,64,64,null,null,"必修","学科理论","计算机学院"]
["0BH04928","面向对象技术(JAVA)",3.5,56,36,20,null,"必修","学科理论","计算机学院"]
["1BS09001","物理实验A(1)",2,30,null,30,null,"必修","学科实践","理学院"]
["0BS04929","程序设计实践(Python)",2,32,8,24,null,"必修","学科实践","计算机学院"]
["0RH04931","IT工程师职业道德与素养",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RL04002","XML与前端开发技术",1,16,16,null,null,"选修","专业理论","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修25学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第三学期"]
["1BH07002","马克思主义基本原理概论",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10008","大学体育(3)",1,32,32,null,null,"必修","通识理论","体育部"]
["1BL08003","大学英语(3)",4,64,56,8,null,"必修","通识理论","外国语学院"]
["1BL09009","概率论与数理统计A",3,48,48,null,null,"必修","学科理论","理学院"]
["1BL09014","大学物理A(2)",3,52,52,null,null,"必修","学科理论","理学院"]
["0BH20041","计算机电路基础",4,64,44,20,null,"必修","学科理论","信控中心"]
["0BH04929","数据结构（C）",4.5,72,56,16,null,"必修","学科理论","计算机学院"]
["1BS09002","物理实验A(2)",1.5,26,null,26,null,"必修","学科实践","理学院"]
["0RH04213","开源软件开发技术",1,16,10,6,null,"选修","专业理论","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修24学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["附表2：        数据科学与大数据技术专业分学期教学计划进程表(续1)"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程\n类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/\n实践","上机"]
["第四学期"]
["1BH16002","中国近现代史纲要",3,48,36,12,null,"必修","通识理论","马院"]
["1BL10009","大学体育(4)",1,32,32,null,null,"必修","通识理论","体育部"]
["0BH04004","计算机系统基础",4.5,72,56,16,null,"必修","学科理论","计算机学院"]
["0BH04006","数据存储",4,64,40,24,null,"必修","专业理论","计算机学院"]
["0BL09001","统计分析方法",4,64,64,null,null,"必修","学科理论","理学院"]
["0BH04919","算法设计与分析",2,32,24,8,null,"必修","专业理论","计算机学院"]
["0BH04008","人工智能",3,48,32,16,null,"必修","专业理论","计算机学院"]
["0BS04004","前端技术开发实践",3,48,16,32,null,"必修","专业实践","计算机学院"]
["0RH04937","高级JAVA程序设计",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RL04902","专业英语",2,32,32,null,null,"选修","专业理论","计算机学院"]
["0RS04905","科研开发类项目实践(1)",1,"2周",{"$nulls":3},"选修","专业实践","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修24.5学分，建议选修5学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第五学期"]
["1BH16003","毛泽东思想和中国特色社会主义理论体系概论",3,48,36,12,null,"必修","通识理论","马院"]
["1BS07002","思想政治理论课综合实践",2,"2周",{"$nulls":3},"必修","通识实践","马院"]
["0BL04002","最优化理论",3,48,48,null,null,"必修","学科理论","计算机学院"]
["0BH04005","数据采集",3,48,24,24,null,"必修","专业理论","计算机学院"]
["0BH04007","高性能计算 ",3,48,24,24,null,"必修","专业理论","计算机学院"]
["0BH04009","数据挖掘",3,48,32,16,null,"必修","专业理论","计算机学院"]
["0BH04925","计算机网络",3,48,40,8,null,"必修","专业理论","计算机学院"]
["0RH04933","云计算导论",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH04102","CUDA并行编程",2,32,20,12,null,"选修","专业理论","计算机学院"]
["0RH04936","多媒体技术",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RL04107","现代密码学",2,32,32,null,null,"选修","专业理论","计算机学院"]
["0RH06002","商务智能",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RS04004","NoSQL数据库",2,32,16,16,null,"选修","专业实践","计算机学院"]
["0RS04906","科研开发类项目实践(2)",1,"2周",{"$nulls":3},"选修","专业实践","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修课20学分，建议选修6学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["附表2：        数据科学与大数据技术专业分学期教学计划进程表(续2)"]
["课程编码","课程名称","学分","总学时","学时分配",null,null,"课程\n类别","课程性质","开课单位","备注"]
[{"$nulls":4},"理论","实验/\n实践","上机"]
["第六学期"]
["0BH04010","数据可视化",2,32,16,16,null,"必修","专业理论","计算机学院"]
["0BH04926","软件工程",3,48,40,8,null,"必修","专业理论","计算机学院"]
["0BS04005","大数据系统与平台技术实践",3,48,16,32,null,"必修","专业实践","计算机学院"]
["0BS04006","大数据分析及可视化技术实践",3,48,16,32,null,"必修","专业实践","计算机学院"]
["0RL04003","社交网络",2,32,32,null,null,"选修","专业理论","计算机学院"]
["0RH06003","管理统计学",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH04014","数据仓库与数据分析",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH09004","统计分析与R语言",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH04925","信息检索与搜索引擎",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH04932","软件定义网络",2,32,24,8,null,"选修","专业理论","计算机学院"]
["0RH04307","网络工程师职业认证",1.5,24,12,12,null,"选修","专业理论","计算机学院"]
["0RH04926","物联网技术",2,32,16,16,null,"选修","专业理论","计算机学院"]
["0RS04303","Web安全与渗透测试",2,32,16,16,null,"选修","专业实践","计算机学院"]
["0RS04907","科研开发类项目实践(3)",1,"2周",{"$nulls":3},"选修","专业实践","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修11学分，建议选修7学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第七学期"]
["0BS04007","大数据项目综合实践",5,"15周",{"$nulls":3},"必修","专业实践","计算机学院","校/企"]
["0RL04004","计算机新技术讲座",1,16,16,null,null,"选修","专业理论","计算机学院"]
["0RS04908","大学生科技创新训练项目",2,"4周",{"$nulls":3},"选修","专业实践","计算机学院"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修5学分，建议选修2学分（包括通识理论选修课、专业理论选修课、实践选修）"]
["第八学期"]
["0BS04324","毕业设计",8.5,"17周",{"$nulls":3},"必修","专业实践","计算机学院","校/企"]
["完成相应的第二课堂素质教育要求"]
["学分小计",null,"必修8.5学分，建议选修0学分（包括通识理论选修课、专业理论选修课、实践选修）"]

{"sheet":"附件3.3","index":2,"n_rows":9,"n_cols":6,"rows_kept":9,"merged":[[0,0,0,5],[1,0,2,0],[1,1,1,2],[1,3,1,4],[1,5,2,5],[6,1,6,5],[8,1,8,2],[8,3,8,4]]}
["附表3：             数据科学与大数据技术专业学分分配表"]
["教育层次","理论（含课内实践）",null,"实践",null,"小计"]
[null,"必修","选修","必修","选修"]
["通识教育",28,"至少选修8学分",2,"-",38]
["学科基础教育",58,"-",5.5,"-",63.5]
["专业教育",26,"至少选修12学分",22.5,"至少选修6学分",66.5]
["第二课堂\n（素质教育专项）","第二课堂学分不计入学分绩点"]
["小计",109,"至少选修20学分",30,"至少选修6学分",168]
["总计",132,null,36,null,168]