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Statistics and Data Analysis with Excel: Intermediate

Statistics and Data Analysis with Excel: Intermediate

本课程是 Statistics and Data Analysis with Excel 专项课程的一部分

位教师：Assoc Prof Prashan S. M. Karunaratne

3,944 人已注册

包含在中

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5个模块

深入了解一个主题并学习基础知识。

21 条评论

中级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

5个模块

深入了解一个主题并学习基础知识。

21 条评论

中级等级

推荐体验

1 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 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

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

9 项作业

授课语言：英语（English）

91%

of learners achieved a positive career outcome

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积累特定领域的专业知识

本课程是 Statistics and Data Analysis with Excel 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有5个模块

In today's data-driven world, the ability to analyse and interpret complex data is crucial for making informed, strategic decisions. This comprehensive online course will empower you with advanced statistical techniques to transform raw data into actionable insights, using Microsoft Excel.

Through hands-on exercises, you will delve into the world of inferential statistics, learning how to draw meaningful conclusions and make accurate predictions based on sample data. Gain proficiency in creating and interpreting pivot tables, pivot charts, and other interactive data visualisations to effectively communicate your findings. Enhance your digital literacy with extensive use of Excel's advanced functions and the Data Analysis ToolPak, streamlining your data analysis workflow. Join over 1 million professionals who have advanced their careers with our highly-rated Excel courses. Whether you’re looking to boost your employability, enhance your current role, or simply elevate your Excel skills, this course will provide you with the knowledge and tools to stand out in the competitive job market. Enrol now and become a data-driven leader, driving strategic decisions with confidence and precision.

单元详情

In this module, we will cover the Pivot Tables and Pivot Charts. We will be looking at how we can generate useful numerical summaries from large data sets.

涵盖的内容

8个视频7篇阅读材料2个作业

8个视频总计35分钟

Welcome to Statistics and Data Analysis with Excel: Intermediate2分钟
Introduction to Pivot Tables and Pivot Charts1分钟
PivotTables - Part 15分钟
PivotTables - Part 26分钟
Customising Pivot Tables - Part 15分钟
Customising Pivot Tables - Part 26分钟
Pivot Charts - Part 14分钟
Pivot Charts - Part 27分钟

7篇阅读材料总计70分钟

Course Overview10分钟
Your Learning Path - How the course is structured10分钟
Download the workbooks on Pivot Tables and Pivot Charts10分钟
Toolbox Summary - Pivot Tables & Pivot Charts Part 110分钟
Toolbox Summary - Pivot Tables & Pivot Charts Part 210分钟
Why the Practice Assignment is after the Graded Assignment10分钟
Optional Reading - Pivot Tables and Pivot Charts10分钟

2个作业总计60分钟

Pivot Tables and Pivot Charts - Practice for the Final Assignment of the Course30分钟
Test Yourself: Pivot Tables and Pivot Charts30分钟

In this module, we will be looking at categorical data. We will also explore statistical techniques and tests to infer whether we have any significant patterns in our distributions of categorical variables.

涵盖的内容

3个视频4篇阅读材料2个作业

3个视频总计14分钟

Categorical Data and Goodness-of-Fit3分钟
Goodness-of-Fit7分钟
The Chi-Square Test4分钟

4篇阅读材料总计40分钟

Download the workbook on Categorical Data and Goodness-of-Fit10分钟
Toolbox Summary - Categorical Data and Chi Square Tests10分钟
Why the Practice Assignment is after the Graded Assignment10分钟
Optional Reading - Categorical Data and Goodness-of-Fit10分钟

2个作业总计60分钟

Categorical Data and Goodness-of-Fit - Practice for the Final Assignment of the Course30分钟
Test Yourself: Categorical Data and Goodness-of-Fit30分钟

In this module, we will explore the statistical tools and techniques that are available when we are comparing and contrasting two sets of data.

涵盖的内容

4个视频5篇阅读材料2个作业

4个视频总计14分钟

Two sample tests3分钟
Two Sample t-test for Means4分钟
Paired t-test3分钟
Two Sample F-test for Variances4分钟

5篇阅读材料总计50分钟

Download the workbook on Two Sample Tests10分钟
Toolbox Summary - Two Sample t Tests10分钟
Toolbox Summary - Paired t Tests10分钟
Why the Practice Assignment is after the Graded Assignment10分钟
Optional Reading - Two Sample Tests10分钟

2个作业总计60分钟

Two Sample Tests - Practice for the Final Assignment of the Course30分钟
Test Yourself: Two Sample Tests30分钟

In this module, we explore the statistical tools and techniques that are available when we have Correlated data sets and when we have a Cause and Effect relationship between two data sets.

涵盖的内容

9个视频6篇阅读材料3个作业

9个视频总计44分钟

Correlation and Simple Regression Part 14分钟
Correlation and Simple Regression Part 23分钟
Correlation5分钟
Simple Regression - Part 17分钟
Simple Regression - Part 25分钟
Simple Regression - Forecasting Part 16分钟
Simple Regression - Forecasting Part 24分钟
Simple Regression - Tests Part 15分钟
Simple Regression - Tests Part 27分钟

6篇阅读材料总计60分钟

Download the workbooks on Correlation and Simple Regression10分钟
Toolbox Summary - Correlation and Regression10分钟
Toolbox Summary - Simple Regression10分钟
Why the Practice Assignment is after the Graded Assignment10分钟
Optional Reading - Correlation and Simple Regression10分钟
Summary of Course and Next Steps10分钟

3个作业总计90分钟

Correlation and Simple Regression - Practice for the Final Assignment of the Course30分钟
Test Yourself: Correlation and Simple Regression30分钟
Final Assignment: Excel Skills for Statistics and Data Analysis: Intermediate30分钟

The material in this section consists of a series of Toolboxes. While the material covered in these Toolboxes is not necessarily related to Statistics - these Toolboxes will help you expand your tools and techniques in Microsoft Excel. To further your skills in Microsoft Excel in domains beyond Statistics, you may want to consider our other courses and specializations: Excel Skills for Business. Excel Skills for Data Analytics and Visualization, Excel Skills for Business Forecasting