Free AI Development Resources
You do not need expensive software to build your first AI application. These resources can help you get started.
AI Models and APIs
- Hugging Face — Explore open-source AI models and datasets.
- Google AI Studio — Experiment with available Gemini models and free-tier access where offered.
- Groq — Explore available AI inference services and free-tier options.
Always check current usage limits, terms, and availability before choosing a service.
Build Your Application
- Google Colab — Experiment with Python notebooks.
- Streamlit — Build simple interactive AI web applications.
- Gradio — Create interfaces for machine learning demos.
- GitHub — Store your source code and document your project.
Learn AI and Python
- Kaggle Learn — Beginner-friendly Python, machine learning, and data courses.
- Hugging Face Learn — Learn about machine learning, language models, and related tools.
- Streamlit Documentation — Learn to build and deploy interactive applications.
Beginner Tips
- Start with one clear problem.
- Build a small working prototype before adding advanced features.
- Test your application with realistic examples.
- Document how it works and what you learned.
- Never expose API keys in public repositories.
You may use other suitable free tools and resources. Check each provider's current terms and limits.