Goal finder

What do you want to build?

Pick a goal and we will show you what to learn, what you will need, and how to get started.

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Search results are goals first. The links and tutorials live inside each roadmap.

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Secondary library

Browse all resources

Use this when you already know the resource, skill, or tool you want. If you know what you want to accomplish, use goal search above.

ProgrammingDocumentationBeginner-friendlyFree

MDN Learn Web Development

A friendly path through HTML, CSS, JavaScript, and how the web works.

For: Students who want to understand web fundamentals before building an app.

Open resource
ProgrammingCourseBeginnerFree

freeCodeCamp

Hands-on lessons and projects for programming, web development, and data basics.

For: Students who learn best by completing small exercises.

Open resource
ProgrammingCourseBeginner-friendlyFree

CS50x

A broad introduction to computer science, problem solving, and programming.

For: Students who want a deeper foundation and are comfortable with a structured course.

Open resource
ProgrammingToolBeginnerFree

MIT App Inventor

A beginner-friendly way to build simple mobile apps while learning programming logic.

For: Students who want to make an app before learning a full mobile development stack.

Open resource
ProgrammingCourseBeginner-friendlyFree

Kaggle Learn

Short lessons for Python, data analysis, machine learning, and related project skills.

For: Students who want small, practical lessons before trying a data or AI project.

Open resource
ProgrammingTutorialIntermediateFree

TensorFlow Image Classification Tutorial

A tutorial for training a simple image classifier with TensorFlow.

For: Students who know some Python and want a concrete machine learning project.

Open resource
ProgrammingDocumentationIntermediateFree

scikit-learn Getting Started

A first look at training and using classical machine learning models in Python.

For: Students with some Python experience who want to build a simple ML project.

Open resource
ProgrammingDocumentationBeginner-friendlyFree

Godot Documentation

Getting-started material for building 2D and 3D games with the Godot engine.

For: Students who want to make a small game while learning programming and design.

Open resource
ProgrammingTutorialBeginnerFree

Scratch Ideas

Beginner-friendly creative coding projects, including simple games and animations.

For: Students who want to make a first interactive game without complex setup.

Open resource