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National Student Data Corps – Learner Central

Jump right in! Learn data science at your own pace by leveraging this collection of free resources for learners of all backgrounds. Whether you’re just getting started or want to learn advanced machine learning techniques, you’ll be able to find something for your data science journey.

Data Science Ethics

Learn about the most important ethical issues facing data scientists today and how you can obtain and use data responsibly.

Prerequisites: None!

Getting Started

Get acquainted with the basics. Review the essential arithmetic and algebraic skills you’ll need to begin working with data.

Prerequisites: None!

Introductory to Intermediate

Dive into data collection and analysis. Learn about statistical procedures, draw conclusions from data, and develop an intuition for common machine learning methods.

Prerequisites: Arithmetic, Pre-Algebra.

Intermediate to Advanced

Want to expand your data science knowledge? Learn about advanced statistical tools, state of the art machine learning methods, and mechanics of optimization.

Prerequisites: Probability, Basic statistics.

Three students working at a wooden table on laptops

Overhead view of a man soldering a hard drive

Computer Science and Programming

Put your data science knowledge into practice. This section will help you develop the computer science skills to analyze any dataset. Learn R, Python, SQL, and more.

Prerequisites: None!