ETW2001
Foundations of data analysis
基本信息
| 学分 | 6 credit points |
|---|---|
| 开课学期 | First semester / Second semester |
| 校区 | Malaysia |
| 考核构成 | 1 - Project — 100% |
开课安排2 条
| 教学期 | 授课方式 | 状态 |
|---|---|---|
| First semester | Teaching activities are on-campus (ON-CAMPUS) | 开课 |
| Second semester | Teaching activities are on-campus (ON-CAMPUS) | 开课 |
以上为该校区在官方资料中登记的全部开课安排，不是汇总。同一门课可能在多个 教学期开课，也可能不同教学期的授课方式不同。
课程简介
This unit will be a bridging unit for students who intend to major in either Business Analytics or Econometrics. This unit is also a suitable elective for those of you who want to expand your basic knowledge of analytics.
In this unit, you can expect to be further grounded in theory and practice that are invaluable for analysis. The modules covered in this unit include: (i) Introduction to basic programming for data manipulation and visualisation (ii) Quantitative analysis using multiple linear regression (iii) Modelling based on case studies using real data.
以上为 Monash Handbook 的官方原文，版权属 Monash University，此处按本站要求转载并标注出处： 官方页面 ↗
学习成果4 条
官方原文（Learning outcomes），版权属 Monash University。
- ULO1 select and describe data wrangling techniques to improve data quality in data business analysis projects
- ULO2 compare and differentiate various visualisation techniques to identify the most effective method for data exploration in specific business scenarios
- ULO3 analyse and Evaluate the results of exploratory data analysis and visualization to identify patterns and relationships in real-world datasets
- ULO4 evaluate and compare various problem-solving approaches specifically tailored for solving data-oriented challenges, focusing on their efficacy and applicability in business industry contexts.
教学方式与预期工作量
教学方式
Problem-based learning - This unit includes problem-based learning approaches, where you engage in research, integrate theory and practice and apply knowledge and skills to develop viable solutions in response to a problem or set of problems.
Active learning - This unit engages you in actively applying your knowledge, skills and attributes in interactive, collaborative and reflective activities.
Research activities - This unit allows you to develop your research skills by engaging in structured inquiry using a systematic approach and discipline-specific methodologies.
Case-based teaching - This unit includes case-based teaching, where you apply your knowledge and engage in analytical and reflective thinking to solve complex contextual scenarios. Activities are often designed so that there is not one clear answer, but you need to work together to examine, analyse and make decisions to resolve the situation.
预期工作量
Minimum total expected workload to achieve the learning outcomes for this unit is 144 hours per semester typically comprising a mixture of scheduled learning activities and independent study. Independent study may include associated readings, assessment and preparation for scheduled activities. You are expected to complete all pre-class activities prior to your scheduled class, and post-class activities should be completed after your scheduled class. Learning activities may include a combination of teacher directed, peer directed and online engagement activities.
官方原文，版权属 Monash University。
先修 / 同修要求
官方资料未列出该课程的先修要求。
先修链路
官方资料未列出该课程的先修要求，因此没有链路可画。
互斥课程3 门
这些课和本课内容重叠，不能同时算进同一个学位（官方目录的 Prohibition 字段）。选了其中一门，另一门通常只能算选修学分甚至完全不计—— 这跟先修不同，先修是"没修过就不能选"，互斥是"修了也不能两门都算"。
原始记号：ETC1010 OR ETM1030 OR ETC2420
属于这些学位1 个
这门课出现在下列学位的官方结构里。反过来说：如果你读的是这些学位之一，它大概率是要修的 （必修还是选修取决于它在 Part 里的位置，点进去看结构）。
数据来源
- 数据来源
- 官方网页
handbook.monash.edu ↗ - 抓取时间
- 2026-09-13
- 可信度
- 程序抓取，未人工核实
查看官方完整描述 ↗ — 事实性字段（代码、学分、教学期、授课方式、考核权重、先修/同修/互斥关系）与 课程简介、学习成果、教学方式、预期工作量均取自官方 Handbook； 正文版权属 Monash University，此处转载并逐处标注出处。
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