Macquarie University
Statistics and Data Analysis with Excel Specialization
Macquarie University

Statistics and Data Analysis with Excel Specialization

Excel Mastery for Data-Driven Decisions. Master advanced statistical techniques in Excel for impactful data analysis and predictive insights

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Get in-depth knowledge of a subject
4.9

(18 reviews)

Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.9

(18 reviews)

Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 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.

Details to know

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Taught in English
Recently updated!

August 2025

27 practice exercises

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  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Macquarie University

Specialization - 3 course series

What you'll learn

  • 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.

Skills you'll gain

Descriptive Statistics, Statistical Inference, Microsoft Excel, Statistical Hypothesis Testing, Variance Analysis, Histogram, Probability Distribution, Statistics, Box Plots, Data Analysis, Data-Driven Decision-Making, Data Visualization Software, and Sample Size Determination

What you'll learn

  • 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.

Skills you'll gain

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

What you'll learn

  • 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.

Skills you'll gain

Regression Analysis, Forecasting, Data Analysis, Variance Analysis, Statistical Analysis, Microsoft Excel, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Statistical Methods, Statistical Inference, Analytics, Data Analysis Software, Probability & Statistics, Statistical Modeling, Advanced Analytics, Data Visualization, Statistics, and Business Analytics

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Instructor

Assoc Prof Prashan S. M. Karunaratne
28 Courses1,558,697 learners

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