Data Analyst Career Roadmap for Beginners
A stage-by-stage data analyst roadmap for beginners and freshers in India: spreadsheets, SQL, one BI tool, a project and interview practice.
Read the guide →LEARNING COLLECTION
Data Analytics: explore the work.
Build your understanding of Data Analytics through a roadmap, worked examples, project ideas and interview practice.
5 guides to explore
SQL Skills Every Aspiring Data Analyst Should Learn
Practise filters, aggregation, joins and window calculations without losing data meaning.
Read the guide →How to Build a Dashboard That Answers Business Questions
Design measures, views and checks around one audience and decision.
Read the guide →Data Analytics Portfolio Projects for Freshers
Three reporting briefs that reward careful definitions and reproducible checks.
Read the guide →Data Analyst Interview Questions for Freshers
Fourteen data analyst interview questions for freshers, grouped by theme, with what strong and weak answers sound like.
Read the guide →ABOUT THIS COLLECTION
What will these Data Analytics guides help you do?
Learn to clean a table, investigate a question and build reports that make business activity understandable. Good analytics connects a number to a definition, a source and a useful decision.
- The work
- Answer business questions with SQL, spreadsheets and dashboards.
- Coding and maths
- Spreadsheets to start; SQL is valuable for querying data. Percentages, averages, rates and distributions.
- First roles to search for
- Data Analyst Trainee, Business Analyst Trainee, MIS Executive, Reporting Analyst
See the full Data Analytics track: modules, projects and interview questions →
READING ORDER
Where should you start with Data Analytics?
Read in this order: the roadmap and concepts first, then skills, then projects and interview questions.
- 1Data Analyst Career Roadmap for Beginners
A stage-by-stage data analyst roadmap for beginners and freshers in India: spreadsheets, SQL, one BI tool, a project and interview practice.
- 2SQL Skills Every Aspiring Data Analyst Should Learn
Practise filters, aggregation, joins and window calculations without losing data meaning.
- 3How to Build a Dashboard That Answers Business Questions
Design measures, views and checks around one audience and decision.
- 4Data Analytics vs Data Science: Which Should You Learn First?
Decide whether to start with analytics or data science using your questions, coding comfort, statistics and the realistic first roles in India.
- 5Data Analytics vs Business Analytics: Which Track Suits You?
Compare hands-on analysis and reporting with KPI-led business recommendations, with tools, maths and the realistic first roles in India.
- 6Data Analytics Portfolio Projects for Freshers
Three reporting briefs that reward careful definitions and reproducible checks.
QUESTIONS
Common questions about Data Analytics
Can I start without a CS degree?
Yes, spreadsheet practice and numerical reasoning are useful starting points. Check the programme's preparation requirements with the team.
Do analysts need SQL?
SQL is widely useful for retrieving and summarising structured data. It complements spreadsheets and dashboards.
Is Data Analytics the same as Data Science?
Analytics commonly centres on questions and reporting. Data Science often adds statistical investigation and predictive modelling.
Is a colourful dashboard enough?
No. Define measures, reconcile results and make the intended decision clear.