Project 1
Sales Performance Dashboard
Clean a real sales dataset and build a live dashboard tracking revenue, growth and top performers.
Google SheetsLooker Studio
Courses / Data Analytics
Course · Data & Insights
Data Analytics
You’ve read the guides. You can explain what a pivot table does. But nobody hires theory — they hire proof you can handle a real, messy dataset. This course builds that proof, one project at a time.
Built for the gap between knowing data analytics and being able to prove it.
Why Most Self-Taught Learners Stall
Knowing the theory was never the hard part.
Where You Are Now
You’ve done the courses.
Free tutorials, a YouTube explainer or two, maybe a certificate already on your CV. You can describe what a pivot table does and explain what a dashboard is for.
What’s Missing
But nothing proves it.
A real dataset lands on your desk — inconsistent columns, missing values, no clear question attached. Employers and clients don’t ask what you’ve read. They ask what you’ve built.
Where This Takes You
So you leave with proof.
Three real datasets, cleaned, analyzed and presented by you — the exact evidence a hiring manager, a client, or your own business needs to trust you with real numbers.
Core Skills
Six skills you’ll practice, not memorize.
- Data Cleaning & Prep
- Excel & Google Sheets
- SQL & Databases
- Data Visualization
- Dashboards & Reporting
- Statistics & Insight Writing
Data Cleaning & Preparation
Take a spreadsheet full of duplicates, blanks and typos and turn it into data you’d actually trust for a decision.
Excel & Google Sheets
Go beyond SUM and AVERAGE into pivot tables, lookups and formulas you’ll reuse on every job after this.
SQL & Databases
Write real queries against a real database — not fill-in-the-blank exercises with the answer already visible.
Data Visualization
Choose the chart that answers the question, not the one that just happens to look nice on a slide.
Dashboards & Reporting
Build a live dashboard in Looker Studio or Power BI that someone who isn’t an analyst can still read.
Statistics & Insight Writing
Turn a result into a plain sentence a non-analyst would understand well enough to act on.
Your Proof, Not Just A Certificate
Three projects you’ll actually be able to show.
Everything below is something you build yourself from a real dataset — not a demo you watch someone else run.
Project 2
Customer Behavior Analysis
Analyze customer data to uncover patterns, segment audiences and present findings clearly.
SQLExcel
Project 3
End-To-End Insights Report
Take a raw dataset from cleaning to a final written report a business could act on tomorrow.
Power BIGoogle Sheets
Real Datasets, Not Samples
Direct Mentor Feedback
Certificate + Portfolio
How This Course Helps You
Built for wherever you’re starting from.
For Students
- Build a real analytics project for your portfolio before you graduate
- Stand out in internship and job applications with a practical skill
- Learn to analyze data for research and coursework with confidence
For Professionals
- Move from gut-feeling reports to numbers-backed decisions
- Build dashboards your team and managers actually trust
- Add a certificate and real project to your CV and LinkedIn
For Business Owners
- Finally understand what your sales and customer data is telling you
- Learn a system you can hand off to your team, not just yourself
- Track performance and spot problems before they cost you money
Career & Business Opportunities
Where this skill actually takes you.
Employment
Data analyst, reporting analyst or business intelligence roles across nearly any industry.
Freelance Analytics
Build dashboards and reports for clients remotely, on your own schedule and terms.
Consulting
Help businesses set up reporting systems so they can track their own numbers.
Team Leadership
Step into a lead analyst role, guiding what a team measures and reports on.
Running Your Own Business
Apply the same process to track and grow your own ventures with real numbers.
NGO & Program Monitoring
A widely needed skill in program-based, grant-funded and impact organizations.
Frequently Asked Questions
Good to know before you register
Will I leave with something to show, or just a certificate?
Both — a certificate of completion, and three real, presentable projects that prove you can do the work, not just describe it.
Do I need any math or coding background to join?
No. This course is built for complete beginners and walks through everything step by step, including SQL, with no prior coding or advanced math assumed.
Is this course online or in person?
Both. You can learn fully online from anywhere, or in person if you’re based in Kigali.
How is this different from a free YouTube course?
Free content teaches concepts. This course puts real, messy datasets in front of you every week and a mentor checks your work, so you build the habit of finishing an analysis, not just watching one.
Ready When You Are
Ready to turn what you know into something you can prove?
No experience needed — just the willingness to work with a real dataset instead of another tutorial.