Microsoft Excel for Data Analytics Statistics and Dashboard
- Description
- Curriculum
- FAQ
- Reviews
Unlock the full potential of Microsoft Excel as a powerful tool for data analytics, statistical analysis, and interactive dashboard creation. This comprehensive course will equip you with the skills and knowledge needed to harness Excel’s capabilities for data cleaning, statistical insights, and dynamic visualization. This course combines hands-on practical exercises, and interactive sessions to ensure participants gain a thorough understanding of data analytics, statistics, and dashboard creation using Microsoft Excel.
Key Learning Objectives:
-
Data Cleaning and Preparation:
-
Techniques for identifying and addressing missing data, outliers, and inconsistencies.
-
Utilizing Excel functions and tools for effective data validation and transformation.
-
-
Statistical Analysis:
-
Exploring fundamental statistical concepts applicable in Excel.
-
Performing descriptive statistics and inferential statistics using Excel functions.
-
Conducting hypothesis testing to make data-driven decisions.
-
-
Interpretation and Communication:
-
Developing the ability to interpret statistical results accurately.
-
Effectively communicating insights derived from data analysis.
-
-
Interactive Dashboard Design:
-
Building dynamic and user-friendly dashboards in Excel.
-
Mastering PivotTables, PivotCharts, and slicers for interactive data exploration.
-
Incorporating various data visualization techniques, including charts and graphs.
-
By enrolling now, you will be able to unleash the full potential of Excel for data-driven decision-making and improve your ability to translate raw data into actionable insights through the use of engaging visuals.
-
6Dealing with missing valuesVideo lesson
-
7Practice data - Missing valuesText lesson
-
8Dealing with inconsistent valuesVideo lesson
-
9Practice data - Inconsistent valuesText lesson
-
10Dealing with outliersVideo lesson
-
11Practice data - OutliersText lesson
-
12Dealing with duplicated valuesVideo lesson
-
13Practice data - Duplicated valuesText lesson
-
14Install Excel Data Analysis Tool pack (If Necessary)Text lesson
-
15Frequency and percentage analysisVideo lesson
-
16Practice data - Frequency and percentage analysisText lesson
-
17Descriptive analysis (mean, std. dev., skewness, etc.)Video lesson
-
18Practice data - Descriptive analysisText lesson
-
19Group by analysis in excel pivot tableVideo lesson
-
20Practice data - Group by analysisText lesson
-
21Crosstabulation analysis in excel pivot tableVideo lesson
-
22Practice data - Crosstabulation analysisText lesson
-
23Independent sample t-testVideo lesson
-
24Practice data - Independent sample t-testText lesson
-
25Paired sample t-testVideo lesson
-
26Practice data - Paired sample t-testText lesson
-
27Analysis of variance (ANOVA)Video lesson
-
28Practice data - ANOVAText lesson
-
29Pearson correlation analysisVideo lesson
-
30Practice data - Correlation analysisText lesson
-
31Multiple linear regression analysisVideo lesson
-
32Practice data - Regression analysisText lesson
External Links May Contain Affiliate Links read more