Certification Overview
Why this learning path is structured this way
The Data Analytics Beginner Path is designed for students who want a simple start with data instead of a tool-heavy experience on day one. It introduces clean data habits, spreadsheet logic, chart reading, and beginner dashboard thinking so the learner develops confidence before moving into more advanced analytics tooling and reasoning.
Simple and easy path for beginners who have never worked with data seriously
Builds spreadsheet confidence before SQL, Power BI, or Python depth
Connects charts and metrics to business questions instead of isolated formulas
Ends with one guided dashboard outcome that students can describe clearly
Skills and Tools
Execution areas students build through the path
Excel Basics
Data Cleaning
Sorting and Filtering
Formulas
Charts
Insight Writing
Content Options
Open each content option to explore the course-wise syllabus
Open each content option below to explore the 1-month data analytics curriculum, moving from analytics foundations into Excel, SQL, visualization, and a guided mini project.
- Built for beginners who want a clean first step into data analytics
- Covers Excel, SQL basics, visualization, and dashboard creation
- Ends with a practical sales analysis dashboard and insights presentation
- What is Data Analytics?
- Types of Analytics (Descriptive, Diagnostic, Predictive, Prescriptive)
- Analytics Lifecycle
- Career Opportunities in Data Analytics
- Excel Interface and Functions
- Data Cleaning Techniques
- Sorting, Filtering and Conditional Formatting
- Pivot Tables and Pivot Charts
- Dashboard Creation
- Database Concepts
- SELECT, WHERE, ORDER BY
- Aggregate Functions
- GROUP BY and HAVING
- Joins Basics
- Charts and Graph Selection
- Dashboard Design Principles
- Introduction to Power BI
- Basic Reports and Visualizations
- Sales Analysis Dashboard
- Business Insights Presentation
Hands-On Projects
Project work students complete before certification completion
The beginner analytics path keeps project work simple and visible. Students finish with one guided dashboard so they can point to a real output even at the foundation level.
Guided Project
Beginner Business Dashboard
Students create a basic dashboard that organizes simple business data into readable metrics, charts, and short written insights.
- Clean a small dataset and structure it correctly
- Build a simple summary dashboard with charts
- Explain the top insights in clear, beginner-friendly language
