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Learning PathsData Analysis Learning Path
BeginnerLearning Path

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.

01
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
02
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
03
Data & Analytics
⭐ Popular

Python for Data Analysis

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

Intermediate 14h 7 lessons✦ Project
04
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

Start the Data Analysis Learning Path?