职称:讲师、经济师
单位:广西职业技术学院
部门:商学院
职位:金融科技应用专业负责人、教研室主任
主讲教师:郑兴燕
教师团队:共6位
| 学校: | 广西职业技术学院 |
| 课程编号: | ZJ1163835 |
| 课程章节 | | 文件类型 | | 修改时间 | | 大小 | | 备注 | |
| 1.1 Task 1 Overview of Big Data 任务一 大数据概述 |
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| 1.1.1 The thinking and application of big data 大数据的思维与应用 |
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| 1.2 Task 2 Financial data analysis application scenarios 任务二 金融数据分析应用场景 |
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| 2.1 Task 1 Financial data collection 任务一 金融数据采集 |
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2023-06-12 | 8.28MB | ||
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| 2.1.1 Collect macro data 采集宏观数据 |
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| 2.1.2 Collect financial industry data 采集金融行业数据 |
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| 2.1.3 Collect company financial data 采集公司财务数据 |
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| 2.2 Task 2 Financial data processing任务二 金融数据处理 |
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| 2.2.1 Financial Data Processing Cases 金融数据处理案例 |
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| 2.3.1 Correlation Analysis 1 相关性分析1 |
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| 2.3.2 Correlation Analysis 2 相关性分析2 |
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| 2.3.3 Linear regression model prediction 线性回归模型预测 |
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| 2.4 Task 4 Data visualization graphics 任务四 数据可视化图形 |
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| 2.4.1 Comparative graphics 比较类图形 |
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| 2.4.2 Proportional graphics 占比类图形 |
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| 2.4.3 Trend graphics 趋势类图形 |
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| 3.1.1 Data types of Python Python的数据类型 |
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| 3.1.2 Training project: design of exchange rate converters 项目实训:汇率兑换器设计 |
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| 3.2.1 Creat numpy series 创建numpy数组系列 |
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| 3.2.2 Zeros ones empty array zeros ones empty数组 |
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| 3.2.3 Numpy sequences Numpy序列数组 |
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| 3.2.4 Numpy operation numpy运算 |
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| 3.2.5 Creat matrix 创建矩阵 |
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| 3.2.6 Dot product、inner product 点积、内积 |
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| 3.2.7 Determinant of matrix 矩阵的行列式 |
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| 3.2.8 Inverse of the matrix 矩阵的逆 |
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| 3.3.1 Create series 创建系列 |
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| 3.3.2 Use dict to creat series 用字典创建系列 |
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| 3.3.3 Creat dataframe 创建二维dataframe |
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| 3.3.4 Data processing 数据处理 |
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| 3.3.5 Group statistics 分组统计 |
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| 3.3.6 Data reading 数据读取 |
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| 3.4.1 Line chart 折线图 |
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| 3.4.2 Bar graph 柱状图 |
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| 3.4.3 Pie chart 饼图 |
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| 3.4.4 Multiple line chart 多条折线图 |
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| 3.5 Association rules 关联规则 |
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| 4.1 Introduction to the Scoring Card Model Introduction to the Scoring Card Model Introduction to the Scoring Card Model 评分卡模型介绍 |
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| 4.2 Credit data collection and cleaning 信贷数据采集及清洗 |
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| 4.3 Divide the sample set 划分样本集 |
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| 4.4 Setting variable binning & Model indicator filter 变量分箱、模型指标筛选 |
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| 4.5 Set scoring card scores and model risk scores 设置评分卡分值及模型风险评分 |
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| 5.1.1 apply for loan 贷款申请 |
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| 5.1.2 Judgment of pre loan admission conditions 贷前准入条件判断 |
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| 5.1.3 Analysis of rule hits 规则命中情况分析 |
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| 5.1.4 Credit scoring card model 信用评分卡模型 |
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| 5.1.5 Enterprise comprehensive credit rating 企业综合信用评分 |
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| 5.1.6 Risk pricing and business approval 风险定价、业务审批 |
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| 5.2.1 Simulate customer signing 模拟客户签约 |
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| 5.2.2 grant loans and dynamic data monitoring 财务发放贷款、动态数据监测 |
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| 5.3.1 Make collection rules 制定催收规则 |
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| 6.1 Task 1 Data reading 数据读取 |
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| 6.2 Task 2 Data cleaning 数据清洗 |
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| 6.3 Task 3 Feature correlation analysis 特征相关性分析 |
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| 6.4 Task 4 Importance filter 重要性筛选 |
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| 6.5 Task 5 Data balance 数据平衡 |
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| 6.6 Task 6 Model training 模型训练 |
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| 7.2 print()函数\input()函数 |
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| 7.7 条件语句 |
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| 7.8 程序框架图 |
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