Learning

introtodeeplearning

MIT's introductory deep-learning course labs, free to work through

Visit official page 日本語で詳しく見る

Popularity

★ 8.7k

Last update

January 2026

License / pricing

MIT

What it does

The hands-on labs from MIT's Introduction to Deep Learning course, designed to run in Google Colab so nothing needs installing locally - a browser and a Google account are enough. Lecture slides and recordings are published alongside them and the material is refreshed each year. Everything is in English and assumes working Python knowledge, so it is a course for people who already program rather than a first introduction, and it teaches concepts rather than providing a tool you can use directly.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

Setup difficultySome setup needed
Command lineNot required
API keyNot required
Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

introtodeeplearning FAQ

Is introtodeeplearning free?: Yes. It runs on your own machine, so there is no usage-based cost either.
Do I need to install anything or write code to use introtodeeplearning?: You install it like a normal desktop app. No command line involved.
Does introtodeeplearning work on a phone?: No. It needs a computer.
Can I use introtodeeplearning commercially?: The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
introtodeeplearning (this page)	Not needed	Not needed	Yes	No	Yes
mit-deep-learning	Not needed	Not needed	Yes	No	Yes
what_are_embeddings	Not needed	Not needed	Yes	No	Not verified
groundhog	Required	Required	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

Other learning tools

mit-deep-learning

Hands-on notebooks from MIT's deep learning lectures

what_are_embeddings

A free book explaining how AI represents things as numbers

groundhog

Learn how coding agents work by building one

Mr.-Ranedeer-AI-Tutor

[Discontinued] A prompt that turns an AI chat into a personal tutor

Browse all tools Home

What it does

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

introtodeeplearning FAQ

Is introtodeeplearning free?

Yes. It runs on your own machine, so there is no usage-based cost either.

Do I need to install anything or write code to use introtodeeplearning?

You install it like a normal desktop app. No command line involved.

Does introtodeeplearning work on a phone?

No. It needs a computer.

Can I use introtodeeplearning commercially?

The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
introtodeeplearning (this page)	Not needed	Not needed	Yes	No	Yes
mit-deep-learning	Not needed	Not needed	Yes	No	Yes
what_are_embeddings	Not needed	Not needed	Yes	No	Not verified
groundhog	Required	Required	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.