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  1. Tutorials
  2. Data Analytics Tutorial

Data Analytics Tutorial

Follow the analyst path from a business question to SQL, pandas, metrics, charts and a written insight report.

29 free lessons Beginner to Advanced Covers Excel, SQL, Python (pandas) and Power BI, the analyst workflow (2026)

Start the first lesson

Getting Started Beginner

  1. 1Data Analytics Introduction
  2. 2What a Data Analyst Does
  3. 3Types of Analytics: Descriptive to Prescriptive
  4. 4Asking Good Business Questions
  5. 5Data Sources & Data Collection
  6. 6Tools & Practice Data

Spreadsheets & SQL Beginner

  1. 7Spreadsheets for Analysts
  2. 8SQL for Analysts: First Queries
  3. 9SQL Aggregations for Business Reports
  4. 10SQL Joins for Analysts
  5. 11CTEs: Building Queries Step by Step
  6. 12Window Functions for Business Questions

Python pandas Intermediate

  1. 13pandas for Analysts
  2. 14Grouping, Pivots & Merges in pandas
  3. 15A Data Cleaning Checklist
  4. 16Exploratory Data Analysis

Business Metrics Intermediate

  1. 17Key Business Metrics & Formulas
  2. 18Retention & Churn
  3. 19Cohort Analysis
  4. 20Funnel Analysis
  5. 21Reading A/B Test Results

Visualising & Communicating Advanced

  1. 22Choosing the Right Chart
  2. 23Dashboard Design Principles
  3. 24Power BI & Tableau Overview
  4. 25Storytelling & Insight Memos
  5. 26Presenting to Managers

Career & Project Project

  1. 27Data Ethics, Privacy & the DPDP Act
  2. 28Portfolio & Case-Study Interviews
  3. 29Project: Sales Case Study, Question to Dashboard

Learn Data Analytics with a mentor

Free lessons get you started. Our Data Analytics & Power BI training adds real projects and code reviews from working developers.

  • Project-based learning
  • Mentor code reviews
  • Free counselling call
Get course details +91 90532 10052