- Cloud-based platforms like Google Colab or Jupyter Notebook.
- Access to Python programming environment (optional for beginners).
- Pre-trained AI models for experimentation.
- Libraries such as TensorFlow, PyTorch, or Hugging Face.
- A stable internet connection for downloading datasets and running models.

