Data Science

Data Scientists try to make sense of the data that’s all around us. Learning Data Science can help you make informed decisions, create beautiful visualizations, and even try to predict future events through Machine Learning. If you’re curious about what you can learn about the world using the data produced every day, then Data Science might be for you!

Why we love it:

Statistics
Machine Learning
Databases
Natural Language Processing

Featured resources

ArticleData Science Change Log

ForumA Day in the Life of a Codecademy Data Scientist

BlogWhat does a Data Scientist do?

Beginner friendly courses

Intermediate courses

More resources

Cheatsheet

Data Science

Recommended

Data Scientist

Featured resources

Beginner friendly courses

Data Analyst

Data Scientist

Analyze Data with Python

Analyze Data with R

Analyze Data with SQL

Analyze Financial Data with Python

Design Databases With PostgreSQL

Fundamental Math for Data Science

Visualize Data with Python

Learn Python 3

Learn Python 2

Learn SQL

Learn R

Probability

Getting Started Off Platform for Data Science

Learn the Basics of Regular Expressions

Learn How to Get Started with Natural Language Processing

Exploratory Data Analysis in Python

Differential Calculus

Linear Algebra

BI Dashboards with Tableau

Learn Statistics with Python

Using Storytelling to Prove a Case With Data

BI Dashboards with Power BI

Intermediate courses

Apply Natural Language Processing with Python

Build Deep Learning Models with TensorFlow

Build a Machine Learning Model with Python

Data Analyst Interview Preparation

Data Scientist Interview Preparation

Feature Engineering

Master Statistics with Python

Learn Intermediate Python 3

Learn Web Scraping with Beautiful Soup

Learn the Basics of Machine Learning

Learn Data Analysis with Pandas

How to Transform Tables with SQL

Linear Regression in Python

How to Analyze Business Metrics with SQL

Learn D3

Learn Statistics with NumPy

How to Clean Data with Python

Learn Node-SQLite

Learn Statistics with R

Learn Data Visualization with Python

Learn Intermediate SQL for Marketers and Product Managers

Learn dplyr

Learn Linear Regression in R

Learn ggplot2

Hypothesis Testing with Python

Text Preprocessing

Language Parsing

Text Generation

Learn Conversational Design with Alexa

More resources

SQL Cheatsheets

What is a Relational Database Management System?

Livestream: Analyzing ACLU Data using R

Aggregating Pokémon Data with Python and Pandas

Ask a Data Engineer: Warby Parker Edition

Data Science and Pop Culture

What Are Neural Networks?

Livestream: Analyzing Facebook Message Data

Protect Your Personal Data By Thinking Like A Data Scientist

Machine Learning: Clustering Cheatsheet

Our best resources for students

World Populations

How To Use Jupyter Notebooks

World Population II

Codecademy Learners Mockup Data

Games of Chance

Tennis Ace

This Is Jeopardy!

Become A Pokémon Master