{"slug": "i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break", "title": "I just published Part 1 of \"The Machine Learning Engineering Series\", where I break down the full lifecycle: how raw data becomes a trained model, gets containerised, and ships as a live API that…", "summary": "Michellebuchiokonicha published Part 1 of \"The Machine Learning Engineering Series,\" detailing the full lifecycle of how raw data becomes a trained model, is containerized, and ships as a live API for other engineers to build upon.", "body_md": "The Machine Learning Engineering Series\nMichellebuchiokonicha\nMichellebuchiokonicha\nMichellebuchiokonicha\nFollow\nMay 26\nThe Machine Learning Engineering Series\n#\nai\n#\nmachinelearning\n#\ndeeplearning\n#\nsoftware\nComments\nAdd Comment\n5 min read", "url": "https://wpnews.pro/news/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break", "canonical_source": "https://dev.to/michellebuchiokonicha/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break-down-the-full-3g6", "published_at": "2026-05-26 07:38:04+00:00", "updated_at": "2026-05-26 08:04:09.253431+00:00", "lang": "en", "topics": ["machine-learning", "artificial-intelligence", "mlops"], "entities": ["Michellebuchiokonicha"], "alternates": {"html": "https://wpnews.pro/news/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break", "markdown": "https://wpnews.pro/news/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break.md", "text": "https://wpnews.pro/news/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break.txt", "jsonld": "https://wpnews.pro/news/i-just-published-part-1-of-the-machine-learning-engineering-series-where-i-break.jsonld"}}