Macquarie University

Statistics and Data Analysis with Excel 专项课程

Macquarie University

Statistics and Data Analysis with Excel 专项课程

Excel Mastery for Data-Driven Decisions.

Master advanced statistical techniques in Excel for impactful data analysis and predictive insights

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4 周 完成
在 10 小时 一周
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深入学习学科知识

来自此计划中课程的 108 条评论

初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Analyse complex data sets using advanced statistical techniques to derive actionable insights and drive strategic decision-making.

  • Create advanced data visualisations and predictive analytics models to effectively communicate findings and influencing decision-making processes.

  • Synthesise statistical techniques and Excel functions to develop comprehensive data analysis solutions for authentic real-world problems.

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授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

精进特定领域的专业知识

  • 向大学和行业专家学习热门技能
  • 借助实践项目精通一门科目或一个工具
  • 培养对关键概念的深入理解
  • 通过 Macquarie University 获得职业证书

专业化 - 3门课程系列

Statistics and Data Analysis with Excel: Essentials

Statistics and Data Analysis with Excel: Essentials

第 1 门课程, 小时

您将学到什么

  • Evaluate the impact of statistical methods on organisation-wide decision-making processes.

  • Design spreadsheet models to predict organisational trends and outcomes.

  • Critically interpret graphical data representations to identify actionable insights.

  • Formulate data analysis strategies to optimise organisational performance.

您将获得的技能

类别:Descriptive Statistics
类别:Variance Analysis
类别:Microsoft Excel
类别:Statistical Hypothesis Testing
类别:Statistical Inference
类别:Histogram
类别:Statistics
类别:Probability Distribution
类别:Box Plots
类别:Data Visualization Software
类别:Probability & Statistics
类别:Spreadsheet Software
类别:Sample Size Determination
类别:Data Analysis
类别:Data-Driven Decision-Making
Statistics and Data Analysis with Excel: Intermediate

Statistics and Data Analysis with Excel: Intermediate

第 2 门课程, 小时

您将学到什么

  • Analyse and evaluate data using advanced statistical methods.

  • Synthesise and interpret inferential statistics for predictive analysis.

  • Design and develop interactive data visualisations.

  • Integrate Excel functions and Data Analysis ToolPak for professional applications.

您将获得的技能

类别:Statistical Hypothesis Testing
类别:Regression Analysis
类别:Pivot Tables And Charts
类别:Variance Analysis
类别:Statistical Analysis
类别:Correlation Analysis
类别:Data Analysis
类别:Trend Analysis
类别:Data Visualization Software
类别:Forecasting
类别:Data Visualization
类别:Microsoft Excel
类别:Statistical Inference
类别:Probability & Statistics
类别:Sampling (Statistics)
类别:Excel Formulas
Statistics and Data Analysis with Excel: Advanced

Statistics and Data Analysis with Excel: Advanced

第 3 门课程, 小时

您将学到什么

  • Design and develop interactive data visualisations in Excel.

  • Integrate Excel functions and the Data Analysis ToolPak for professional applications.

  • Analyse and evaluate data in Excel using advanced statistical tools.

  • Create forecasts in Excel to drive actionable insights.

您将获得的技能

类别:Regression Analysis
类别:Time Series Analysis and Forecasting
类别:Forecasting
类别:Advanced Analytics
类别:Data-Driven Decision-Making
类别:Spreadsheet Software
类别:Statistical Methods
类别:Business Analytics
类别:Productivity Software
类别:Probability & Statistics
类别:Data Visualization Software
类别:Microsoft Excel
类别:Statistical Inference
类别:Statistical Analysis
类别:Excel Formulas
类别:Data Analysis
类别:Pivot Tables And Charts
类别:Analytics
类别:Statistics
类别:Data Analysis Software

获得职业证书

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位教师

Assoc Prof Prashan S. M. Karunaratne
28 门课程1,646,409 名学生

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