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Summary
To become a machine learning engineer, one must master nine essential skills, including proficiency in Python, version control with Git, data structures, SQL, mathematics, data preparation, machine learning fundamentals, advanced concepts, and model deployment. Dedicating 3 to 5 hours daily can lead to entry-level job readiness in 12 to 20 months.