coding

Data science students frequently hit a wall when their current hardware chokes on large dataset processing, complex Python environments, or heavy virtualization. My testing process involved stress-testing five industry-standard laptops by running local Jupyter Notebooks, training machine learning models in TensorFlow, and compiling multi-threaded C++ code to gauge thermal throttling and RAM efficiency. The Apple…