Dataset & Business Report - Learn Statistics for Data Analytics & Data Science Using Excel

Can you confidently explain mean, standard deviation, or correlation—and actually use them to make business decisions?

In this video, you’ll learn Statistics for Data Analytics and Data Science using Excel, taught step-by-step with real Nigerian business and NGO case studies.

What You’ll Learn in This Video:

✔️ How to activate the Excel Data Analysis Toolpak

✔️ Core Descriptive Statistics every data analyst must know

✔️ How to interpret mean, median, mode & standard deviation

✔️ How to build frequency distributions & histograms

✔️ Diagnostic statistics using correlation

✔️ Single & multiple correlation analysis

✔️ How to extract real business insights from data

Business Case Studies Used:

📌 Aisha Bakery – Understanding sales and customer data

📌 FoodHope Outreach Foundation – Using data for better decisions in NGOs

⏱️ Video Timeline:

00:00 Business Case Study 1 – Aisha Bakery

01:35 How to Activate Excel Data Analysis Tool

02:06 Descriptive Statistics

03:37 Mean

04:17 Median

05:22 Mode

06:00 Standard Deviation

06:50 Minimum

07:05 Maximum

07:35 Range

08:09 Sum

08:30 Count

08:52 Frequency Distribution

10:20 Histogram

13:27 Business Case Study 2 – FoodHope Outreach Foundation

14:05 Diagnostic Statistics

14:31 Single Correlation

17:34 Scatter Plot I

20:26 Multiple Correlation

22:00 Correlation Matrix

24:00 Business Insights

26:21 Scatter Plot II

Who This Video Is For:

🎯 Beginner data analysts

🎯 Excel users transitioning into data analytics

🎯 Students learning statistics for data science

🎯 Business professionals who want data-driven decisions

Learn Data Analytics, Data Science, AI / ML with SkillAhead Data Academy.

Certificate Courses: Excel, Power BI, SQL, Tableau, Google Sheets, Statistics, and Python.

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Thank you for being part of this learning journey! 💚📊

Drop your questions in the comments, and I’ll be happy to guide you!

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