Data Analysis Learning Path

From data extraction to business insights — the complete analytical skill set using Python, SQL, and visualisation tools.

~34h total

4 courses

Data Analyst Badge

Path Overview

LevelBeginner

Duration~34h

Courses4 included

BadgeYes — on completion

Skills You'll Gain

SQL queries & joins

Python (Pandas, NumPy)

Data cleaning & transformation

Exploratory data analysis

Matplotlib & Seaborn

Dashboard basics

Included Courses — In Order

Complete these courses in sequence. Each one builds on the foundation of the previous.

Data & Analytics

⭐ PopularFree

SQL Foundations: Core Queries

Query databases like a professional. Learn SELECT, WHERE, JOINs, aggregates, and GROUP BY from zero.

Beginner 10h 7 lessons✦ Project

Programming Foundations

⭐ PopularFree

Python Basics

Learn Python from zero. Variables, loops, functions, and logic — built up step by step with real exercises.

Beginner 12h 8 lessons✦ Project

Data & Analytics

⭐ Popular

Python for Data Analysis

Wrangle, clean, and analyse tabular data using the industry-standard Pandas library.

Intermediate 14h 7 lessons✦ Project

Data & Analytics

Data Visualisation Basics

Turn raw data into clear, compelling charts. Learn when to use each chart type and how to design for clarity.

Intermediate 8h 6 lessons

Path Outcome

You will have the complete analytical toolkit — SQL to extract, Python to analyse, charts to communicate — and a real portfolio project to show employers.

Earn: Data Analyst Badge

Next Level Up

This path feeds into the Data Analyst Career Pathway

Master Excel, SQL, and Python to extract, clean, and present corporate data. Build 3 real analytics projects your future employer can see.

8–12 weeks3 portfolio projects

Data Analysis Learning Path

Skills You'll Gain

Included Courses — In Order

SQL Foundations: Core Queries

Python Basics

Python for Data Analysis

Data Visualisation Basics

Path Outcome

This path feeds into the Data Analyst Career Pathway

Start the Data Analysis Learning Path?