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Statistics and Data Analysis with Excel: Advanced

kurs ist nicht verfügbar in Deutsch (Deutschland)

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Statistics and Data Analysis with Excel: Advanced

Dieser Kurs ist Teil von Spezialisierung „Statistics and Data Analysis with Excel“

Unterrichtet in Deutsch (KI-Synchronisation)

Dozent: Assoc Prof Prashan S. M. Karunaratne

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Mehr erfahren

5 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

35 Bewertungen

Stufe Fortgeschritten

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

5 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

35 Bewertungen

Stufe Fortgeschritten

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

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.

Kompetenzen, die Sie erwerben

Kategorie: Data-Driven Decision-Making
Kategorie: Statistical Analysis
Kategorie: Data Visualization Software
Kategorie: Data Visualization
Kategorie: Data Analysis Software
Kategorie: Time Series Analysis and Forecasting
Kategorie: Data Literacy
Kategorie: Probability & Statistics
Kategorie: Statistical Hypothesis Testing
Kategorie: Forecasting
Kategorie: Statistical Methods
Kategorie: Excel Formulas
Kategorie: Statistical Inference
Kategorie: Advanced Analytics
Kategorie: Statistics
Kategorie: Variance Analysis
Kategorie: Regression Analysis
Kategorie: Data Analysis

Werkzeuge, die Sie lernen werden

Kategorie: Microsoft Excel

Wichtige Details

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9 Aufgaben

Unterrichtet in Deutsch (KI-Synchronisation)

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Dieser Kurs ist Teil der Spezialisierung Spezialisierung „Statistics and Data Analysis with Excel“

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In diesem Kurs gibt es 5 Module

This comprehensive online course will empower you with advanced statistical techniques to derive data summaries and visualisations for you to drive actionable insights, using Microsoft Excel.

In this course, will gain proficiency in: Analysis of Variance - ANOVA, Multiple Regression, Dummy Variable Regression, as well as Advanced Charting and Forecasting. 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.

Moduldetails

Welcome to Excel Skills for Statistics and Data Analysis - Advanced! In this module, we will cover ANOVA - Analysis of Variance. We will be looking at how we can compare and contrast three or more samples of data.

Das ist alles enthalten

6 Videos7 Lektüren2 Aufgaben

6 VideosInsgesamt 20 Minuten

Welcome to Statistics and Data Analysis with Excel: Advanced2 Minuten
ANOVA - Analysis of Variance2 Minuten
One-way ANOVA3 Minuten
Two-way ANOVA with replication - Part 16 Minuten
Two-way ANOVA with replication - Part 24 Minuten
Two-way ANOVA without replication3 Minuten

7 LektürenInsgesamt 70 Minuten

Course Overview10 Minuten
Your Learning Path - How the course is structured10 Minuten
Download workbooks10 Minuten
Toolbox Summary - One-Way ANOVA10 Minuten
Toolbox Summary - ANOVA 10 Minuten
Why the Practice Assignment is after the Graded Assignment10 Minuten
Optional Reading - ANOVA10 Minuten

2 AufgabenInsgesamt 60 Minuten

Practice for the Final Assignment of the Course30 Minuten
Test Yourself on ANOVA30 Minuten

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

Das ist alles enthalten

6 Videos4 Lektüren2 Aufgaben

6 VideosInsgesamt 31 Minuten

Multiple Regression (Intro) Part 14 Minuten
Multiple Regression (Intro) Part 24 Minuten
Multiple Regression5 Minuten
Multiple Regression - Forecasting part 15 Minuten
Multiple Regression - Forecasting part 24 Minuten
Multiple Regression - Tests9 Minuten

4 LektürenInsgesamt 40 Minuten

Download workbooks10 Minuten
Toolbox Summary - Multiple Regression10 Minuten
Why the Practice Assignment is after the Graded Assignment10 Minuten
Optional Reading - Multiple Regression10 Minuten

2 AufgabenInsgesamt 60 Minuten

Practice for the Final Assignment of the Course30 Minuten
Test Yourself on Multiple Regression30 Minuten

In this module, we explore how we can incorporate qualitative data into a quantitative regression model.

Das ist alles enthalten

5 Videos4 Lektüren2 Aufgaben

5 VideosInsgesamt 27 Minuten

Categorical Data and Dummy Regression 4 Minuten
Dummy Regression8 Minuten
Dummy Regression - Forecasting - Part 1 6 Minuten
Dummy Regression - Forecasting - Part 23 Minuten
Dummy Regression - Tests7 Minuten

4 LektürenInsgesamt 40 Minuten

Download workbooks on Categorical Data and Dummy Regression10 Minuten
Toolbox Summary - Dummy Regression10 Minuten
Why the Practice Assignment is after the Graded Assignment10 Minuten
Optional Reading - Categorical Data and Dummy Regression10 Minuten

2 AufgabenInsgesamt 60 Minuten

Practice for the Final Assignment of the Course30 Minuten
Test Yourself on Categorical Data and Dummy Regression30 Minuten

In this module, we will be looking at some advanced charting and forecasting tools and techniques. This will include Bubble Charts, Exponential Smoothing, and Forecast Sheet.

Das ist alles enthalten

4 Videos8 Lektüren3 Aufgaben

4 VideosInsgesamt 17 Minuten

Advanced Charting and Forecasting (Intro)3 Minuten
Bubble Charts7 Minuten
Exponential Smoothing4 Minuten
Forecast Sheet4 Minuten

8 LektürenInsgesamt 80 Minuten

Download workbooks10 Minuten
Toolbox Summary - Specialised Charts10 Minuten
Toolbox Summary - Forecast Sheet workaround for Macs10 Minuten
Toolbox Summary - Phases of the Business Cycle10 Minuten
Toolbox Summary - Create an Interactive Dashboard10 Minuten
Toolbox Summary - Dashboard Design Principles10 Minuten
Why the Practice Assignment is after the Graded Assignment10 Minuten
Optional Reading - Advanced Charting and Forecasting10 Minuten

3 AufgabenInsgesamt 120 Minuten

Practice for the Final Assignment of the Course30 Minuten
Test Yourself on Advanced Charting and Forecasting30 Minuten
Final Assignment: Advanced Statistics and Data Analysis using Excel60 Minuten

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