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Data & Analytics Demand tier: B+

Business Intelligence Lab

Dashboards, KPIs & Decision-Making

4.9 (188 Reviews) · 2,097 students
BySadia Afrin Data Analyst · Ex-Unilever Bangladesh
10 Modules · 48 Lessons 12 hours on-demand video All Levels Bangla & English Lifetime Access Certificate included
৳ 1,490
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About This Course

Business Intelligence Lab is a complete, project-based course — Dashboards, KPIs & Decision-Making. It is built for learners in Bangladesh who want practical skills that translate into real income, real jobs and real opportunities, and it works just as well for learners anywhere in the world.

Across 10 modules and 48 lessons (about 12 hours), you will work through Data Foundations, Data Cleaning, Spreadsheet/Query Basics, Functions & Logic and more. Every chapter follows the same rhythm: key concepts, a hands-on step-by-step demo, applying it to your own project, and a real-world practice task.

The course is available in both Bangla and English with lifetime access, downloadable resources and a verifiable certificate on completion. You can ask mentors questions in the community at any time.

What You'll Learn

  • Master data Foundations — from concept to real application
  • Master data Cleaning — from concept to real application
  • Master spreadsheet/Query Basics — from concept to real application
  • Master functions & Logic — from concept to real application
  • Master data Modeling — from concept to real application
  • Master analysis Workflow — from concept to real application
  • Build real projects and portfolio pieces as you learn
  • Follow a clear next-step roadmap to jobs, clients or income

Requirements

  • A laptop or smartphone with internet
  • No prior experience needed — we start from zero
  • Willingness to practise 30–45 minutes a day

Who this course is for

  • Job seekers targeting analyst / MIS / reporting roles
  • Business students and finance professionals
  • Anyone who works with numbers every day

Course Content

10 modules · 16 chapters · 48 lessons · 12 hours total
1 Data Foundations 6 Lessons · 1h 21m
Chapter 1.1 Data Foundations: Concept & Why It Matters
Data Foundations — key concepts for Business Intelligence Lab Preview 11m Hands-on: Data Foundations step-by-step Preview 9m
Apply it to: Dashboards, KPIs & Decision-Making 15m
Chapter 1.2 Data Foundations: Setup / Framework
Data Foundations — key concepts for Business Intelligence Lab 16m
Hands-on: Data Foundations step-by-step 18m
Apply it to: Dashboards, KPIs & Decision-Making 12m
2 Data Cleaning 6 Lessons · 1h 33m
Chapter 2.1 Data Cleaning: Setup / Framework
Data Cleaning — key concepts for Business Intelligence Lab 14m
Hands-on: Data Cleaning step-by-step 16m
Apply it to: Dashboards, KPIs & Decision-Making 18m
Chapter 2.2 Data Cleaning: Hands-on Workflow
Data Cleaning — key concepts for Business Intelligence Lab 17m
Hands-on: Data Cleaning step-by-step 11m
Apply it to: Dashboards, KPIs & Decision-Making 17m
3 Spreadsheet/Query Basics 6 Lessons · 1h 25m
Chapter 3.1 Spreadsheet/Query Basics: Hands-on Workflow
Spreadsheet/Query Basics — key concepts for Business Intelligence Lab 9m
Hands-on: Spreadsheet/Query Basics step-by-step 15m
Apply it to: Dashboards, KPIs & Decision-Making 13m
Chapter 3.2 Spreadsheet/Query Basics: Real-World Example
Spreadsheet/Query Basics — key concepts for Business Intelligence Lab 10m
Hands-on: Spreadsheet/Query Basics step-by-step 20m
Apply it to: Dashboards, KPIs & Decision-Making 18m
4 Functions & Logic 6 Lessons · 1h 29m
Chapter 4.1 Functions & Logic: Real-World Example
Functions & Logic — key concepts for Business Intelligence Lab 12m
Hands-on: Functions & Logic step-by-step 18m
Apply it to: Dashboards, KPIs & Decision-Making 12m
Chapter 4.2 Functions & Logic: Mistakes & Troubleshooting
Functions & Logic — key concepts for Business Intelligence Lab 19m
Hands-on: Functions & Logic step-by-step 13m
Apply it to: Dashboards, KPIs & Decision-Making 15m
5 Data Modeling 6 Lessons · 1h 41m
Chapter 5.1 Data Modeling: Mistakes & Troubleshooting
Data Modeling — key concepts for Business Intelligence Lab 19m
Hands-on: Data Modeling step-by-step 17m
Apply it to: Dashboards, KPIs & Decision-Making 11m
Chapter 5.2 Data Modeling: Optimization / Advanced Practice
Data Modeling — key concepts for Business Intelligence Lab 20m
Hands-on: Data Modeling step-by-step 18m
Apply it to: Dashboards, KPIs & Decision-Making 16m
6 Analysis Workflow 6 Lessons · 1h 21m
Chapter 6.1 Analysis Workflow: Optimization / Advanced Practice
Analysis Workflow — key concepts for Business Intelligence Lab 10m
Hands-on: Analysis Workflow step-by-step 16m
Apply it to: Dashboards, KPIs & Decision-Making 18m
Chapter 6.2 Analysis Workflow: Concept & Why It Matters
Analysis Workflow — key concepts for Business Intelligence Lab 13m
Hands-on: Analysis Workflow step-by-step 11m
Apply it to: Dashboards, KPIs & Decision-Making 13m
7 Visualization 3 Lessons · 29m
Chapter 7.1 Visualization: Concept & Why It Matters
Visualization — key concepts for Business Intelligence Lab 9m
Hands-on: Visualization step-by-step 11m
Apply it to: Dashboards, KPIs & Decision-Making 9m
8 Dashboards 3 Lessons · 42m
Chapter 8.1 Dashboards: Setup / Framework
Dashboards — key concepts for Business Intelligence Lab 16m
Hands-on: Dashboards step-by-step 14m
Apply it to: Dashboards, KPIs & Decision-Making 12m
9 Business KPIs 3 Lessons · 55m
Chapter 9.1 Business KPIs: Hands-on Workflow
Business KPIs — key concepts for Business Intelligence Lab 19m
Hands-on: Business KPIs step-by-step 17m
Apply it to: Dashboards, KPIs & Decision-Making 19m
10 Capstone 3 Lessons · 40m
Chapter 10.1 Capstone: Real-World Example
Capstone — key concepts for Business Intelligence Lab 10m
Hands-on: Capstone step-by-step 12m
Apply it to: Dashboards, KPIs & Decision-Making 18m

About the instructor

Sadia Afrin

Sadia Afrin

Data Analyst · Ex-Unilever Bangladesh
4.8 Rating 7,422 students 5 Courses

Sadia turned raw sales data into decisions at Unilever and now consults for e-commerce companies. She makes Excel, SQL and Power BI feel simple and job-ready.

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FAQs

What language is the course in?

Every lesson is available in both Bangla and English — you can switch at any time.

How long do I get access?

Lifetime. Once enrolled, you keep access forever, including future updates.

How do I pay?

bKash, Nagad, Rocket, card or bank transfer — instructions appear at checkout. The course unlocks once payment is verified.

Do I get a certificate?

Yes. Complete all lessons and download a verifiable certificate.

৳ 1,490
Enroll & Pay