Notebooks & IDEs
8 platformsGoogle Colab
Free GPUFree Jupyter notebooks with GPU/TPU access. Best for quick experiments.
Kaggle
CompetitionsML competitions, datasets, notebooks. Free GPU: 30hrs/week.
Deepnote
CollaborativeCollaborative data science notebooks with real-time editing.
Paperspace Gradient
Free TierCloud notebooks with powerful GPUs. Free tier available.
Lightning AI
StudiosCloud IDE for ML. Built by PyTorch Lightning team.
RunPod
GPU RentalCheap GPU cloud computing. Pay-as-you-go pricing.
Saturn Cloud
Data ScienceScalable cloud platform for data science teams.
Noteable
EnterpriseCollaborative notebooks for data teams with enterprise features.
Model Hubs & APIs
12 platformsHugging Face
150K+ ModelsLargest ML model hub. LLMs, diffusion models, datasets.
Replicate
Cloud APIRun ML models with API. Pay per prediction. Easy deployment.
OpenAI
GPT-4GPT-4, DALL-E, Whisper APIs. Industry-leading LLMs.
Together AI
Open SourceFast inference for open-source LLMs. 100+ models.
Groq
Super FastFastest LLM inference. 500+ tokens/sec. Free tier available.
Ollama
LocalRun LLMs locally. Simple CLI. Open source models.
Anthropic (Claude)
Claude 3Claude 3 Opus, Sonnet, Haiku. Long context (200K tokens).
Cohere
Command R+Enterprise LLM API. RAG, embeddings, reranking.
Perplexity
SearchAI-powered search engine. Real-time web access.
Fireworks AI
ProductionFast, production-grade LLM inference. 40+ models.
Midjourney
Image GenBest AI image generation. Discord-based interface.
Stability AI
Stable DiffusionStable Diffusion models. Image, video, 3D generation.
Cloud ML Platforms
6 platformsAWS SageMaker
EnterpriseFull ML lifecycle platform. Train, deploy, monitor models.
Google Vertex AI
GCPUnified ML platform. AutoML, custom training, deployment.
Azure ML
MicrosoftEnd-to-end ML on Azure. Integrates with Microsoft ecosystem.
Databricks
LakehouseUnified analytics platform. Spark, ML, data engineering.
Domino Data Lab
MLOpsEnterprise MLOps platform. Model management and deployment.
H2O.ai
AutoMLOpen source ML platform. AutoML, Driverless AI.
Datasets & Benchmarks
5 platformsGoogle Dataset Search
SearchSearch 25M+ datasets from across the web.
Papers with Code
ResearchML papers with code, benchmarks, and SOTA results.
AWS Open Data
Free100+ large-scale datasets hosted on AWS for free.
Roboflow
Computer VisionComputer vision datasets, labeling, and model training.
CVAT
AnnotationOpen source image and video annotation tool.
MLOps & Monitoring
6 platformsWeights & Biases
MLOpsExperiment tracking, model registry, monitoring.
MLflow
Open SourceOpen source ML lifecycle management. Tracking, registry.
Comet ML
ExperimentML experiment management and model monitoring.
Neptune.ai
MetadataMetadata store for MLOps. Track experiments and models.
Valohai
PipelineML pipeline automation and orchestration platform.
DVC
Version ControlData version control. Git for data and models.
Learning & Community
5 platformsFast.ai
Free CoursesFree practical deep learning courses. PyTorch library.
Coursera ML
Andrew NgAndrew Ng's famous ML course. Best for beginners.
DeepLearning.AI
SpecializationsDeep learning specializations and short courses.
arXiv
ResearchPreprint server for research papers. CS, ML, AI sections.
r/MachineLearning
CommunityReddit ML community. 2M+ members. News and discussions.