Data Science Roadmap

Follow this step-by-step path to master Python, SQL, Statistics, and Machine Learning.

âš¡Python Fundamentals
Total XP
1800
100% Complete0 problems left
Python ExplorerData Manipulator
âš¡NumPy Foundations
Total XP
0
0% Complete5 problems left
Array Wrangler
âš¡SQL & Databases
Total XP
300
25% Complete4 problems left
SQL Novice
âš¡Pandas Foundations
Total XP
0
0% Complete6 problems left
Data Cleaner
âš¡Advanced SQL
Total XP
0
0% Complete3 problems left
SQL Master
âš¡Data Visualization
Total XP
0
0% Complete4 problems left
Data Storyteller
âš¡Probability
Total XP
0
0% Complete7 problems left
Probability Thinker
âš¡Linear Algebra
Total XP
0
0% Complete4 problems left
Math Wiz
âš¡Statistics
Total XP
0
0% Complete6 problems left
Data Analyst
âš¡Calculus Basics
Total XP
0
0% Complete5 problems left
Gradient Explorer
âš¡Intro to Machine Learning
Total XP
0
0% Complete8 problems left
ML Explorer
âš¡Data Processing
Total XP
0
0% Complete6 problems left
Feature Engineer
âš¡Advanced Supervised Learning Models
Total XP
0
0% Complete8 problems left
ML Practitioner
âš¡Unsupervised Learning & Dimensionality Reduction
Total XP
0
0% Complete6 problems left
Pattern Finder