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Hot Data & Analytics Demand tier: A+

Data Analyst Career Track

Excel + SQL + Power BI + Portfolio

4.8 (1,598 Reviews) · 12,270 students
BySadia Afrin Data Analyst · Ex-Unilever Bangladesh
15 Modules · 74 Lessons 18 hours on-demand video Beginner to Advanced Bangla & English Lifetime Access Certificate included
৳ 4,490
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About This Course

Data Analyst Career Track is a complete, project-based course — Excel + SQL + Power BI + Portfolio. 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 15 modules and 74 lessons (about 18 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

15 modules · 25 chapters · 74 lessons · 18 hours total
1 Data Foundations 6 Lessons · 1h 25m
Chapter 1.1 Data Foundations: Concept & Why It Matters
Data Foundations — key concepts for Data Analyst Career Track Preview 14m Hands-on: Data Foundations step-by-step Preview 16m
Apply it to: Excel + SQL + Power BI + Portfolio 10m
Chapter 1.2 Data Foundations: Setup / Framework
Data Foundations — key concepts for Data Analyst Career Track 17m
Hands-on: Data Foundations step-by-step 15m
Apply it to: Excel + SQL + Power BI + Portfolio 13m
2 Data Cleaning 6 Lessons · 1h 41m
Chapter 2.1 Data Cleaning: Setup / Framework
Data Cleaning — key concepts for Data Analyst Career Track 19m
Hands-on: Data Cleaning step-by-step 17m
Apply it to: Excel + SQL + Power BI + Portfolio 19m
Chapter 2.2 Data Cleaning: Hands-on Workflow
Data Cleaning — key concepts for Data Analyst Career Track 12m
Hands-on: Data Cleaning step-by-step 18m
Apply it to: Excel + SQL + Power BI + Portfolio 16m
3 Spreadsheet/Query Basics 6 Lessons · 1h 17m
Chapter 3.1 Spreadsheet/Query Basics: Hands-on Workflow
Spreadsheet/Query Basics — key concepts for Data Analyst Career Track 12m
Hands-on: Spreadsheet/Query Basics step-by-step 18m
Apply it to: Excel + SQL + Power BI + Portfolio 12m
Chapter 3.2 Spreadsheet/Query Basics: Real-World Example
Spreadsheet/Query Basics — key concepts for Data Analyst Career Track 11m
Hands-on: Spreadsheet/Query Basics step-by-step 13m
Apply it to: Excel + SQL + Power BI + Portfolio 11m
4 Functions & Logic 6 Lessons · 1h 29m
Chapter 4.1 Functions & Logic: Real-World Example
Functions & Logic — key concepts for Data Analyst Career Track 13m
Hands-on: Functions & Logic step-by-step 15m
Apply it to: Excel + SQL + Power BI + Portfolio 17m
Chapter 4.2 Functions & Logic: Mistakes & Troubleshooting
Functions & Logic — key concepts for Data Analyst Career Track 10m
Hands-on: Functions & Logic step-by-step 16m
Apply it to: Excel + SQL + Power BI + Portfolio 18m
5 Data Modeling 6 Lessons · 1h 21m
Chapter 5.1 Data Modeling: Mistakes & Troubleshooting
Data Modeling — key concepts for Data Analyst Career Track 14m
Hands-on: Data Modeling step-by-step 20m
Apply it to: Excel + SQL + Power BI + Portfolio 14m
Chapter 5.2 Data Modeling: Optimization / Advanced Practice
Data Modeling — key concepts for Data Analyst Career Track 9m
Hands-on: Data Modeling step-by-step 11m
Apply it to: Excel + SQL + Power BI + Portfolio 13m
6 Analysis Workflow 6 Lessons · 1h 17m
Chapter 6.1 Analysis Workflow: Optimization / Advanced Practice
Analysis Workflow — key concepts for Data Analyst Career Track 15m
Hands-on: Analysis Workflow step-by-step 9m
Apply it to: Excel + SQL + Power BI + Portfolio 11m
Chapter 6.2 Analysis Workflow: Concept & Why It Matters
Analysis Workflow — key concepts for Data Analyst Career Track 16m
Hands-on: Analysis Workflow step-by-step 10m
Apply it to: Excel + SQL + Power BI + Portfolio 16m
7 Visualization 6 Lessons · 1h 49m
Chapter 7.1 Visualization: Concept & Why It Matters
Visualization — key concepts for Data Analyst Career Track 20m
Hands-on: Visualization step-by-step 18m
Apply it to: Excel + SQL + Power BI + Portfolio 20m
Chapter 7.2 Visualization: Setup / Framework
Visualization — key concepts for Data Analyst Career Track 15m
Hands-on: Visualization step-by-step 17m
Apply it to: Excel + SQL + Power BI + Portfolio 19m
8 Dashboards 6 Lessons · 1h 13m
Chapter 8.1 Dashboards: Setup / Framework
Dashboards — key concepts for Data Analyst Career Track 9m
Hands-on: Dashboards step-by-step 11m
Apply it to: Excel + SQL + Power BI + Portfolio 13m
Chapter 8.2 Dashboards: Hands-on Workflow
Dashboards — key concepts for Data Analyst Career Track 14m
Hands-on: Dashboards step-by-step 16m
Apply it to: Excel + SQL + Power BI + Portfolio 10m
9 Business KPIs 6 Lessons · 1h 33m
Chapter 9.1 Business KPIs: Hands-on Workflow
Business KPIs — key concepts for Data Analyst Career Track 18m
Hands-on: Business KPIs step-by-step 12m
Apply it to: Excel + SQL + Power BI + Portfolio 18m
Chapter 9.2 Business KPIs: Real-World Example
Business KPIs — key concepts for Data Analyst Career Track 9m
Hands-on: Business KPIs step-by-step 19m
Apply it to: Excel + SQL + Power BI + Portfolio 17m
10 Automation/AI Assistance 6 Lessons · 1h 41m
Chapter 10.1 Automation/AI Assistance: Real-World Example
Automation/AI Assistance — key concepts for Data Analyst Career Track 15m
Hands-on: Automation/AI Assistance step-by-step 17m
Apply it to: Excel + SQL + Power BI + Portfolio 19m
Chapter 10.2 Automation/AI Assistance: Mistakes & Troubleshooting
Automation/AI Assistance — key concepts for Data Analyst Career Track 16m
Hands-on: Automation/AI Assistance step-by-step 18m
Apply it to: Excel + SQL + Power BI + Portfolio 16m
11 Data Quality 3 Lessons · 40m
Chapter 11.1 Data Quality: Mistakes & Troubleshooting
Data Quality — key concepts for Data Analyst Career Track 18m
Hands-on: Data Quality step-by-step 12m
Apply it to: Excel + SQL + Power BI + Portfolio 10m
12 Case Study 1 3 Lessons · 39m
Chapter 12.1 Case Study 1: Optimization / Advanced Practice
Case Study 1 — key concepts for Data Analyst Career Track 15m
Hands-on: Case Study 1 step-by-step 9m
Apply it to: Excel + SQL + Power BI + Portfolio 15m
13 Case Study 2 3 Lessons · 46m
Chapter 13.1 Case Study 2: Concept & Why It Matters
Case Study 2 — key concepts for Data Analyst Career Track 16m
Hands-on: Case Study 2 step-by-step 14m
Apply it to: Excel + SQL + Power BI + Portfolio 16m
14 Advanced Analysis 3 Lessons · 33m
Chapter 14.1 Advanced Analysis: Setup / Framework
Advanced Analysis — key concepts for Data Analyst Career Track 13m
Hands-on: Advanced Analysis step-by-step 11m
Apply it to: Excel + SQL + Power BI + Portfolio 9m
15 Capstone 2 Lessons · 34m
Chapter 15.1 Capstone: Hands-on Workflow
Capstone — key concepts for Data Analyst Career Track 18m
Hands-on: Capstone step-by-step 16m

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.

More from this instructor

Reviews

4.81,598 Reviews
5 ★
67%
4 ★
33%
3 ★
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2 ★
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Sumaiya Akter2 months ago

Clear, practical and in Bangla — exactly what I needed. Finished in 3 weeks and already applying it.

A
Arif Hossain3 months ago

The instructor explains every step with real examples. The practice tasks make you actually do the work.

M
Mim Chowdhury3 months ago

Great content and structure. Would love a few more advanced case studies in the last modules.

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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.

৳ 4,490
Enroll & Pay