How Long Does It Really Take to Learn Machine Learning? A Realistic Timeline

Learning Machine Learning does not follow a universal timeline, contradicting advertisements claiming job-readiness in six weeks. The actual duration depends heavily on an individual's starting point. Meanwhile, some learners advocate for moving away from tutorials and AI reliance. By utilizing dev challenges, reading articles, and leveraging Google or Stack Overflow, students can develop critical problem-solving skills. Reading other people's code is also recommended to reduce AI dependency and improve genuine understanding of technical concepts.