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Amazon SageMaker Studio Lab is a free, cloud-based environment for learning and experimenting with machine learning. It provides access to Jupyter notebooks, computing resources, and popular machine learning libraries, allowing beginners to explore various machine learning concepts and build simple models without any upfront cost or long-term commitments. It's ideal for learning machine learning fundamentals, prototyping ideas, and completing tutorials.