Becoming a machine learning engineer requires dedicating at least 10 hours per week to studying outside of everyday responsibilities. This can take a minimum of two years, even with an ideal background, due to the complexity of the required skills. Understanding core algorithms and mastering the fundamentals is crucial for success in this field.
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