Data & Analytics

Data Analytics

SQL, BI and storytelling for business impact.

Data analytics turns raw data into decisions with SQL, dashboards and clear narratives. It's the fastest on-ramp into a data career.

Updated 15 Jan 2026 12 min readBeginner → Advanced Data & Analytics

Industry applications

KPI dashboards
Marketing analytics
Finance analytics
Product analytics

Career opportunities & salary

RoleSalary (India)
Data Analyst5-12 LPA
Business Intelligence Developer7-15 LPA

Skills roadmap

SQLExcelPower BITableauStorytelling

Learning roadmap

  1. Phase 1
    Basics
    • Excel
    • SQL
    • Statistics
  2. Phase 2
    BI
    • Power BI
    • Tableau
    • Data modeling
  3. Phase 3
    Advanced
    • Python
    • dbt
    • Experimentation
  • Semantic layers
  • AI-assisted BI
  • Reverse ETL

Tools used

SQLPower BITableauLookerdbt

Deep dives

12 in-depth Data Analytics guides — from beginner concepts to career and interview prep.

What is Data Analytics? A Complete 2026 Guide
Data analytics turns raw data into decisions with SQL, dashboards and clear narratives. It's the fastest on-ramp into a data career. Learn what Data Analytic…
Beginner 8 min
Data Analytics Career Roadmap 2026: Roles, Skills, Salary
Step-by-step Data Analytics career roadmap: roles, salary bands, skills and a 6-12 month learning plan for 2026.
Intermediate 10 min
Data Analytics Salary Guide 2026 (India + Global)
Data Analytics salary in India by role, experience and city. Compare junior to senior compensation for 2026.
Beginner 7 min
Top Data Analytics Tools in 2026
The essential Data Analytics tools professionals use in 2026 — with strengths, use cases and how to learn each.
Beginner 6 min
Data Analytics Applications: Real Industry Use Cases
How Data Analytics is used across industries — from healthcare to finance. Real 2026 use cases you can learn from.
Beginner 6 min
Best Data Analytics Certifications in 2026
Which Data Analytics certifications actually help you get hired in 2026 — and which to skip.
Intermediate 6 min
Top Data Analytics Interview Questions & Answers (2026)
The most-asked Data Analytics interview questions in 2026 with structured answers, plus what recruiters look for.
Intermediate 9 min
Data Analytics Projects for Your Portfolio (2026)
Impressive Data Analytics project ideas for students and career switchers — with scope, tech stack and outcomes.
Intermediate 8 min
Data Analytics Trends in 2026: What's Actually Changing
The Data Analytics trends that matter in 2026 — filtered from hype to what changes how you work and hire.
Intermediate 7 min
Data Analytics Learning Path: 90-Day Plan for 2026
A structured 90-day Data Analytics learning path with weekly milestones, projects and evaluation checkpoints.
Beginner 10 min
Data Analytics for Beginners: Start Here in 2026
New to Data Analytics? This beginner guide covers the fundamentals, first project and next 90 days for 2026.
Beginner 7 min
Data Analytics Jobs in 2026: Where Companies Hire
Where Data Analytics roles are being hired in 2026 — companies, cities, remote options and application tips.
Beginner 6 min

Frequently asked questions

Do I need to code for analytics?

SQL is non-negotiable. Python is a strong plus for anything beyond BI dashboards.

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