Best Free Tools for Data Science & ML Students

Learn data science and machine learning with professional tools at zero cost. From cloud notebooks and GPU compute to dataset platforms and AI model APIs, these free tools give you everything needed for serious data projects.

53 tools · Updated March 2026

$25/year

.tech Domains

Free .tech domain for 1 year via GitHub Education

🛠 DevStudents

Step 1: Go to get.tech/github-student-developer-pack

$120/year

Airtable

Free Education workspace with Pro features

☁️ SaaSStudents

Step 1: Go to airtable.com/education

Free via GitHub Pack

AlgoExpert

The ultimate resource to prepare for coding interviews. Everything you need, in one streamlined platform.

📚 LearningStudents

Step 1: Visit https://education.github.com/pack/offers

$1,000+ credits

Anthropic API Credits

API credits for AI startups

🤖 AIStartups

Step 1: Apply through a partner accelerator program

Up to $400 off

Apple Education Pricing

Save on Mac, iPad & more with student pricing

🎮 EntertainmentStudents

Step 1: Go to apple.com/shop/education-pricing

Free via GitHub Pack

Appwrite

Appwrite is an open-source, developer infrastructure platform for building web, mobile, and AI apps. It includes both a

🌐 CloudStudents

Step 1: Visit https://education.github.com/pack/offers

$120/year

Astah

1 year professional UML diagramming license

🛠 DevStudents

Step 1: Go to astah.net/products/free-student-license

$100,000

AWS Activate

Up to $100K in AWS credits for startups

🌐 CloudStartups

Step 1: Go to aws.amazon.com/activate

Free via GitHub Pack

Camber

AI-powered, cloud-based platform designed for scientific computing, simulations, and data analysis.

🛠 DevStudents

Step 1: Visit https://education.github.com/pack/offers

35% off Pro

Codecademy

Free basic courses and student discounts

📚 LearningStudents

Step 1: Sign up at codecademy.com

Free via GitHub Pack

Codedex

Codédex is a brand new learn-to-code platform for Gen Z with courses in Python, HTML, CSS, JavaScript, React, Git &

📚 LearningStudents

Step 1: Visit https://education.github.com/pack/offers

$500/year

Comet ML

Free ML experiment tracking for students & researchers

🤖 AIStudentsOpen Source

Step 1: Sign up at comet.com

$192/year

Cursor Pro

1 year Cursor Pro free for students

🛠 DevStudents

Step 1: Go to cursor.com/students

$150 value

DataCamp

Free access for students via GitHub Education

📚 LearningStudents

Step 1: Get GitHub Student Developer Pack

$229/year

DataGrip

Free database IDE for students

🛠 DevStudents

Step 1: Apply at jetbrains.com/student

Startup pricing

DeepL Pro

Discounted translation API for startups

🤖 AIStartups

Step 1: Visit deepl.com/pro

Free via GitHub Pack

Deepnote

Deepnote is a new kind of data notebook built for collaboration - Jupyter compatible, works magically in the cloud, and

🛠 DevStudents

Step 1: Visit https://education.github.com/pack/offers

$60/year

Docker

Free Docker Pro for students & OSS

🛠 DevStudentsOpen Source

Step 1: Verify student status via GitHub Education

Free

freeCodeCamp

100% free coding curriculum

📚 LearningStudentsOpen Source

Step 1: Go to freecodecamp.org

$100/year

GitHub Copilot

Free AI pair programming for students

🤖 AIStudentsOpen Source

Step 1: Verify student status on GitHub Education

$200+/year

GitHub Student Developer Pack

Free access to 100+ developer tools

🛠 DevStudentsOpen Source

Step 1: Go to education.github.com

$2,000+ credits

Google Cloud AI

AI/ML credits via Google Cloud programs

🤖 AIStartupsStudents

Step 1: Apply for Google for Startups Cloud Program

$200,000

Google Cloud for Startups

Up to $200K in Google Cloud credits

🌐 CloudStartups

Step 1: Apply at cloud.google.com/startup

$240/year

Google Gemini

Gemini Advanced via Google One AI Premium for students

🤖 AIStudents

Step 1: Check if your university uses Google Workspace for Education

$228/year

GoRails

12 months free Ruby on Rails tutorials

📚 LearningStudents

Step 1: Go to gorails.com/github-students

40% off

Grammarly

Discounted Premium for students

🤖 AIStudents

Step 1: Visit grammarly.com/edu

$100+/year discount

Hack The Box

Student labs for hands-on cybersecurity training

📚 LearningStudents

Step 1: Go to hackthebox.com/hacker/student

Startup pricing

Jasper AI

AI content platform for startups

🤖 AIStartups

Step 1: Visit jasper.ai

$649/year

JetBrains

All pro IDEs free for students & educators

🛠 DevStudentsOpen Source

Step 1: Go to jetbrains.com/student

$360/year

LinkedIn Learning

Free access through university subscriptions

📚 LearningStudents

Step 1: Check if your university provides LinkedIn Learning

$100 credit

Linode (Akamai)

$100 free credit for new users

🌐 CloudStartups

Step 1: Sign up at linode.com

$108/year

Lucidchart

Free educational upgrade for diagramming

☁️ SaaSStudents

Step 1: Go to lucidchart.com/pages/usecase/education

$420/year

Mailgun

12 months free with 20,000 emails/month via GitHub Education

🛠 DevStudents

Step 1: Go to mailgun.com/github-students

$100 credits

Microsoft Azure for Students

$100 Azure credits without credit card

🌐 CloudStudents

Step 1: Go to azure.microsoft.com/free/students

Free (with M365 edu license)

Minecraft Education

Free for schools with qualifying Microsoft 365 licenses

📚 LearningStudents

Step 1: Go to education.minecraft.net/en-us/licensing

$96/year

Miro

Free Education plan — unlimited boards & collaborators

🎨 DesignStudents

Step 1: Go to miro.com/education

$30/year

Name.com

Free domain + Advanced Security SSL for 1 year

🛠 DevStudents

Step 1: Go to name.com/partner/github-students

$25/year

Namecheap

Free .me domain + SSL certificate for 1 year

🛠 DevStudents

Step 1: Sign up via GitHub Student Developer Pack

$2,500+ credits

OpenAI Startup Program

API credits and support for AI startups

🤖 AIStartups

Step 1: Apply at openai.com/startups

$200/year

Perplexity Pro

1 year free Perplexity Pro for students

🤖 AIStudents

Step 1: Go to perplexity.ai/hub/student-discount

$500+/year

Qt

Free educational license for cross-platform development

🛠 DevStudents

Step 1: Go to qt.io/qt-educational-license

$60/year

Railway

Free hosting for open source projects

🌐 CloudOpen SourceStudents

Step 1: Sign up at railway.app

$84/year

Replit

Free Replit Pro via GitHub Student Developer Pack

🛠 DevStudents

Step 1: Get the GitHub Student Developer Pack

Startup credits

Scaleway

European cloud with startup program

🌐 CloudStartups

Step 1: Apply at scaleway.com/startups

$72/year savings

Spotify Premium Student

Premium at half price for students

🎮 EntertainmentStudents

Step 1: Go to spotify.com/student

$5,000+ credits

Stripe Atlas

Startup incorporation with $5K in credits

☁️ SaaSStartups

Step 1: Go to stripe.com/atlas

50% off

TablePlus

50% off for students with valid .edu email

🛠 DevStudents

Step 1: Go to tableplus.com/education

$144/year

Tabnine

Free AI code completion for students

🤖 AIStudents

Step 1: Sign up at tabnine.com

$60/year savings

Taskade

50% permanent discount on Pro plans

☁️ SaaSStudents

Step 1: Go to taskade.com/pricing

Free via GitHub Pack

Testmail

Get unlimited email addresses and mailboxes for automating email tests with our powerful APIs.

🛠 DevStudents

Step 1: Visit https://education.github.com/pack/offers

$60/year discount

TryHackMe

Student plan for hands-on cybersecurity labs

📚 LearningStudents

Step 1: Go to tryhackme.com/r/student-discount

Startup credits

Twilio

Startup credits for communications APIs

☁️ SaaSStartups

Step 1: Apply through a Twilio startup partner

Free for academics

Weights & Biases

Free ML experiment tracking for academics

🤖 AIStudentsOpen Source

Step 1: Sign up at wandb.ai with .edu email

FAQ

Can I get free GPU compute for machine learning?

Yes — Google Colab offers free GPU access (T4) with usage limits. Kaggle provides free GPU notebooks (30 hrs/week). AWS Educate and Azure for Students include ML compute credits.

What free cloud tools do data science students get?

AWS Educate provides SageMaker Studio Lab free. Google Colab Pro is discounted for students. Azure for Students includes $100 in credits covering Azure ML workspaces and compute.

Where can I get free datasets for projects?

Kaggle Datasets (free, 50K+ datasets), UCI ML Repository (free, academic), Google Dataset Search, Hugging Face Datasets, and government data portals (data.gov, data.europa.eu) are all free.