G

Google Colab

Free

Free cloud Jupyter notebooks with free GPU access

4.7(4.2k reviews)
7.2k upvotesAdded January 2, 2024
AI / ML#Python#Jupyter#GPU#machine learning

Overview

Google Colab is a free, cloud-based Jupyter notebook environment that requires zero setup. It provides access to free GPU and TPU compute — which is a game changer for machine learning experimentation.

Use Cases

  • 1Machine learning model training
  • 2Data analysis and visualization
  • 3Running AI inference on GPU
  • 4Educational Python notebooks
  • 5Collaborative data science projects

Pros & Limitations

What we love

  • ✓Free GPU and TPU access (with limits)
  • ✓Zero setup — runs 100% in browser
  • ✓Google Drive integration
  • ✓Pre-installed ML libraries (PyTorch, TensorFlow)
  • ✓Easy sharing and collaboration

Limitations

  • ✗Free GPU sessions have time limits (12h)
  • ✗Session disconnects when idle
  • ✗Limited RAM and disk on free tier
  • ✗Not for production workloads

Quick Info

Category
AI / ML
Pricing
Free
Rating
4.7/5.0
Upvotes
7.2k
Added
January 2, 2024
Open Google Colab

Tags

#Python#Jupyter#GPU#machine learning