{"id":9984,"date":"2026-04-11T14:26:29","date_gmt":"2026-04-11T08:56:29","guid":{"rendered":"https:\/\/www.testleaf.com\/blog\/?post_type=web-story&#038;p=9984"},"modified":"2026-04-11T14:26:30","modified_gmt":"2026-04-11T08:56:30","slug":"step-by-step-machine-learning-in-software-testing","status":"publish","type":"web-story","link":"https:\/\/www.testleaf.com\/blog\/web-stories\/step-by-step-machine-learning-in-software-testing\/","title":{"rendered":"Step-by-Step Machine Learning in Software Testing"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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cta-image=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2022\/05\/favicon-300x300.png\"><a href=\"https:\/\/www.testleaf.com\/blog\/top-applications-of-machine-learning-in-software-testing-a-practical-guide-for-modern-qa-teams\/?utm_source=Web_Story&amp;utm_medium=Organic&amp;utm_campaign=Web_Story\" rel=\"\">Learn more<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"13a524b1-1e19-4053-896d-db766f8e976a\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-751815fd-855d-456d-8117-aa60acea7cd1 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/Step-by-Step-Machine-Learning-in-Software-Testing-2.jpg\" alt=\"Step-by-Step Machine Learning in Software Testing (2)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/Step-by-Step-Machine-Learning-in-Software-Testing-2.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/Step-by-Step-Machine-Learning-in-Software-Testing-2-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/Step-by-Step-Machine-Learning-in-Software-Testing-2-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/Step-by-Step-Machine-Learning-in-Software-Testing-2-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" 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