The entire ML stack you need is available for free. Here is the complete verified list.
1. Google Colab — Free GPU Notebooks
Python code with free GPU access in your browser. Gemini AI assistance built in. Free with session limits.
2. Kaggle Notebooks — More Free GPU Hours
30 GPU hours per week plus 50,000+ curated datasets. Also has free ML courses. 100% Free.
3. Hugging Face — Every Open-Source Model
Download and run Llama, Mistral, Stable Diffusion, Whisper for free. Host your ML demo apps for free. Free tier.
4. Google AI Studio — Free API for Projects
Free Gemini API key with no credit card. Integrate AI into your final year project for free. Free API access.
5. Teachable Machine — No-Code ML
Train image, sound, or pose models in your browser. Export to TensorFlow.js. 100% Free.
6. Desmos — Free Graphing Calculator
Visualise functions, distributions, and regressions instantly. Works on mobile. 100% Free.