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Learn math fundamentals, master Python, understand ML concepts like regression and classification, explore libraries (Scikit-learn, TensorFlow), build real-world projects, join competitions, get certified (e.g., IABAC), stay updated, network with professionals, and practice consistently to grow expertise.
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