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by Egor Howell • Published August 27, 2025 at 05:30 PM
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Everything I Studied to Become a Machine Learning Engineer (No CS Background)

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The article details an individual's self-directed journey to become a machine learning engineer without a formal computer science background, highlighting the specific books, courses, and resources that facilitated their learning process. This approach underscores the growing accessibility of AI and machine learning education, demonstrating that dedicated self-study using targeted materials can enable individuals to acquire advanced technical skills outside traditional academic pathways.

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