[MLOps Tips] 社会実装・æ¥å‹™é©ç”¨ã«å‘ã‘ãŸæ©Ÿæ¢°å¦ç¿’プãƒã‚¸ã‚§ã‚¯ãƒˆã®é€²ã‚æ–¹ - Qiitaã¯ã˜ã‚㫠昨今ã€æ§˜ã€…ãªæ©Ÿæ¢°å¦ç¿’（深層å¦ç¿’ã‚’å«ã‚€ã€‚以é™ã€ML）ã®æ‰‹æ³•ãŒæ案ã•ã‚Œã‚‹ã¨ã¨ã‚‚ã«ã€ç¤¾ä¼šå®Ÿè£…ã‚„æ¥å‹™é©ç”¨ã«å‘ã‘ãŸãƒ—ãƒã‚¸ã‚§ã‚¯ãƒˆãŒé–‹å§‹ã•ã‚Œã¦ã„ã¾ã™ã€‚ ã—ã‹ã—ã€ç¾å®Ÿå•é¡Œã‚’MLã§è§£ãã€ç¤¾ä¼šçš„・実務上ã®ä¾¡å€¤ã«ç¹‹ã’ã‚‹ã“ã¨ã¯å®¹æ˜“ã§ã¯ãªãã€å¤šãã®ãƒ—ãƒã‚¸ã‚§ã‚¯ãƒˆãŒPoC（Proof of Concept, 技術ã®æ¦‚念検証）ã§æ¢ã¾ã£ã¦ã„ã¾ã™ã€‚（PoC疲れã€PoC地ç„ã€PoC貧ä¹ã¨ã„ã£ãŸå˜èªžã™ã‚‰ç™»å ´ã—ã¦ã„ã¾ã™...） ã“ã“æ•°å¹´ã§å¤šãã®PoCãŒè¡Œã‚ã‚ŒãŸçµæžœã€æ§˜ã€…ãªåçœç‚¹ã‚„改善手法ãŒæ案ã•ã‚Œã¦ãã¦ãŠã‚Šã€æœ¬è¨˜äº‹ã§ã¯ã€ç‰¹ã«æœ‰æ„義ã ã£ãŸä¸‹è¨˜ã®2è«–æ–‡+個人的ãªçµŒé¨“ã‚’è¸ã¾ãˆã¦ã€ç¤¾ä¼šå®Ÿè£…・æ¥å‹™é©ç”¨ã«å‘ã‘ãŸæ©Ÿæ¢°å¦ç¿’プãƒã‚¸ã‚§ã‚¯ãƒˆã®é€²ã‚æ–¹ã«ã¤ã„ã¦ã€ã¾ã¨ã‚ã¦ã¿ãŸã„ã¨æ€ã„ã¾ã™ã€‚ å‚考文献 Using AntiPatterns to avoid MLOps Mistakes How to avoid machine learning pi
![[MLOps Tips] 社会実装・æ¥å‹™é©ç”¨ã«å‘ã‘ãŸæ©Ÿæ¢°å¦ç¿’プãƒã‚¸ã‚§ã‚¯ãƒˆã®é€²ã‚æ–¹ - Qiita](https://cdn-ak-scissors.b.st-hatena.com/image/square/08ceeeb5aea1870740b2a5255cc1a96914721914/height=288;version=1;width=512/https%3A%2F%2Fqiita-user-contents.imgix.net%2Fhttps%253A%252F%252Fcdn.qiita.com%252Fassets%252Fpublic%252Farticle-ogp-background-412672c5f0600ab9a64263b751f1bc81.png%3Fixlib%3Drb-4.0.0%26w%3D1200%26mark64%3DaHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-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%26mark-x%3D142%26mark-y%3D57%26blend64%3DaHR0cHM6Ly9xaWl0YS11c2VyLWNvbnRlbnRzLmltZ2l4Lm5ldC9-dGV4dD9peGxpYj1yYi00LjAuMCZoPTc2Jnc9NzcwJnR4dD0lNDB0YWt1YmImdHh0LWNvbG9yPSUyMzFFMjEyMSZ0eHQtZm9udD1IaXJhZ2lubyUyMFNhbnMlMjBXNiZ0eHQtc2l6ZT0zNiZ0eHQtYWxpZ249bGVmdCUyQ3RvcCZzPTU3MGQ2MzZiZTkwYWM5YzEwYTc2YWNhMzI4OGJkY2E3%26blend-x%3D142%26blend-y%3D486%26blend-mode%3Dnormal%26s%3D55d6c175706329b03cd13c508f7a974c)
機械å¦ç¿’システムã®è¨è¨ˆãƒ‘ターンを公開ã—ã¾ã™ã€‚ | メルカリエンジニアリング
{{#tags}}- {{label}}
{{/tags}}