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課程簡介
基础 Excel
- 导航
- 数据操作
- 公式与地址的使用
- 图表
高级 Excel
- 逻辑函数
- 情景分析
- 求解器
- 宏
- 代码初探: VBA
VBA
- 数据类型
- 编写函数
- 程序控制: 条件评估与循环
- 调试技巧
使用R进行数据分析
- R简介
- 变量与类型
- R中的数据操作
- 编写函数
- 使用ggplot进行数据可视化
- 使用Dplyr进行数据整理
使用R进行Machine Learning简介
- 线性回归
- 分类与回归树
- 使用支持向量机和Random Forest进行分类
- 聚类技术
最低要求
参加本课程无需特定要求。
42 時間:
客戶評論 (7)
非常實用
Deenan - Vodacom
Course - Data and Analytics - from the ground up
機器翻譯
我真的從現實生活中的實際例子中受益匪淺。
Wioleta
Course - Data and Analytics - from the ground up
機器翻譯
I mostly liked the patience of Tamil.
Laszlo Maros
Course - Data and Analytics - from the ground up
Tamil is very knowledgeable and nice person, I have learned from him a lot.
Aleksandra Szubert
Course - Data and Analytics - from the ground up
Detailed and comprehensive instruction given by experienced and clearly knowledgeable expert on the subject.
Justin Roche
Course - Data and Analytics - from the ground up
The way the trainer made complex subjects easy to understand.
Adam Drewry
Course - Data and Analytics - from the ground up
Learning how to use excel properly.