Data Analysis Fundamentals

Learn the foundations of data analysis, Python programming, SQL, data visualization, statistical analysis, Excel automation, and business intelligence tools to kickstart your career as a data analyst.

About This Course

The Data Analysis course at BugBuster Academy is a hands-on, beginner-friendly program designed to equip you with the skills required to analyze business data, create insightful visualizations, and drive data-informed decisions professionally. Whether you're new to tech or switching careers, this course walks you from the basics of Excel and SQL to advanced Python data analysis, statistical modeling, and complete business intelligence projects.

This is a live instructor-led course, with interactive sessions, assignments, practical data analysis challenges, and mentorship. At the end of your training, you'll take a final assessment and receive a recognized Certificate of Completion.

What You Will Learn

Introduction to Data Analysis

Excel Fundamentals & Advanced Functions

Data Cleaning & Preparation Techniques

SQL for Data Analysis

Python Programming for Data Analysis

Data Visualization with Tableau/Power BI

Statistical Analysis & Hypothesis Testing

Exploratory Data Analysis (EDA)

Working with Pandas & NumPy

Creating Interactive Dashboards

Data Storytelling & Presentation Skills

Real-World Project & Portfolio Building

Who This Course Is For

This course is perfect if you are:

• A Complete Beginner or non-tech professional entering data
• Career Switchers from business or finance roles
• Business Analysts wanting to upskill in data analysis
• Marketing Professionals needing data skills
• Freelancers & Entrepreneurs making data-driven decisions
• Students & Graduates preparing for data analyst roles

No programming experience is required to begin.

My learning journey at Bugbuster Academy has been an amazing one. Before joining, I had no prior understanding of software testing but the Academy gave me a solid foundation.

Omoyemwen Joy Okunzuwa

BugBuster Academy is more than a school

It's a movement of lifelong learners, mentors, and innovators shaping the future of tech education in Africa and beyond.

Testing and technology are crafts - not checklists. We teach our students to think critically, explore deeply, and solve problems contextually. In the spirit of the Context-Driven Testing community, we believe: "The value of any practice depends on its context." That's why we don't produce rote learners; we produce adaptive professionals ready for the real world.