袠蟹 褝褌芯谐芯 泻褍褉褋邪 胁褘 褍蟹薪邪械褌械, 泻邪泻 褋芯蟹写邪胁邪褌褜 褍褋锌械褕薪褘械 锌褉芯械泻褌褘 锌芯 屑邪褕懈薪薪芯屑褍 芯斜褍褔械薪懈褞. 袙褘 鈥� 谢懈写械褉 泻芯屑邪薪写褘 锌芯 胁薪械写褉械薪懈褞 袠袠 懈谢懈 褏芯褌懈褌械 懈屑 褋褌邪褌褜? 协褌芯褌 泻褍褉褋 薪邪褍褔懈褌 胁邪褋 褋褌邪胁懈褌褜 锌褉邪胁懈谢褜薪褘械 褑械谢懈 写谢褟 褋胁芯械泄 泻芯屑邪薪写褘. 袦薪芯谐芯械 懈蟹 褋芯写械褉卸懈屑芯谐芯 褝褌芯谐芯 泻褍褉褋邪 薪懈泻芯谐写邪 薪械 锌褉械写谢邪谐邪谢芯褋褜 胁 写褉褍谐懈褏 芯斜褉邪蟹芯胁邪褌械谢褜薪褘褏 锌褉芯械泻褌邪褏 懈 薪邪褉邪斜芯褌邪薪芯 薪邪 芯褋薪芯胁械 屑芯械谐芯 芯锌褘褌邪 锌芯褋褌褉芯械薪懈褟 懈 胁薪械写褉械薪懈褟 屑薪芯谐芯褔懈褋谢械薪薪褘褏 锌褉芯械泻褌芯胁. 袙 薪邪褋褌芯褟褖懈泄 泻褍褉褋 褌邪泻卸械 胁泻谢褞褔械薪褘 写胁邪 褌褉械薪邪卸械褉邪, 泻芯褌芯褉褘械 锌芯蟹胁芯谢褟褌 胁邪屑 芯褌褉邪斜芯褌邪褌褜 锌褉懈薪褟褌懈械 褉械褕械薪懈泄 胁 褏芯写械 芯褉谐邪薪懈蟹邪褑懈懈 锌褉芯械泻褌芯胁 锌芯 屑邪褕懈薪薪芯屑褍 芯斜褍褔械薪懈褞. 孝褉械薪邪卸械褉褘 写邪写褍褌 胁邪屑 芯锌褘褌, 薪邪 锌芯谢褍褔械薪懈械 泻芯褌芯褉芯谐芯 懈薪邪褔械 屑芯谐谢芯 斜褘 锌芯褌褉械斜芯胁邪褌褜褋褟 薪械褋泻芯谢褜泻芯 谢械褌 褉邪斜芯褌褘 胁 屑邪褕懈薪薪芯屑 芯斜褍褔械薪懈懈. 袩芯褋谢械 写胁褍褏 薪械写械谢褜 蟹邪薪褟褌懈泄 胁褘: 鈥� 锌芯泄屑械褌械, 泻邪泻 写懈邪谐薪芯褋褌懈褉芯胁邪褌褜 芯褕懈斜泻懈 胁 褋懈褋褌械屑邪褏 屑邪褕懈薪薪芯谐芯 芯斜褍褔械薪懈褟; 鈥� 薪邪褍褔懈褌械褋褜 胁褘写械谢褟褌褜 薪邪懈斜芯谢械械 锌械褉褋锌械泻褌懈胁薪褘械 薪邪锌褉邪胁谢械薪懈褟 写谢褟 褋薪懈卸械薪懈褟 泻芯谢懈褔械褋褌胁邪 芯褕懈斜芯泻; 鈥� 锌芯谢褍褔懈褌械 蟹薪邪薪懈褟 芯 褋谢芯卸薪褘褏 薪邪褋褌褉芯泄泻邪褏 屑邪褕懈薪薪芯谐芯 芯斜褍褔械薪懈褟, 褌邪泻懈褏 泻邪泻 薪械褋芯芯褌胁械褌褋褌胁懈械 薪邪斜芯褉芯胁 写谢褟 芯斜褍褔械薪懈褟 褌械褋褌芯胁褘屑 薪邪斜芯褉邪屑, 懈 褋褉邪胁薪械薪懈懈 锌芯泻邪蟹邪褌械谢械泄 屑邪褕懈薪褘 褋 锌芯泻邪蟹邪褌械谢褟屑懈 褔械谢芯胁械褔械褋泻芯谐芯 褍褉芯胁薪褟; 鈥� 褍蟹薪邪械褌械, 泻邪泻 锌褉懈屑械薪褟褌褜 褋泻胁芯蟹薪芯械 芯斜褍褔械薪懈械 (end-to-end learning), 锌械褉械薪芯褋 芯斜褍褔械薪懈褟 (transfer learning) 懈 屑薪芯谐芯蟹邪写邪褔薪芯械 芯斜褍褔械薪懈械 (multi-task learning). 携 胁懈写械谢, 泻邪泻 泻芯屑邪薪写褘 褋锌械褑懈邪谢懈褋褌芯胁 胁锌褍褋褌褍褞 褌褉邪褌懈谢懈 屑械褋褟褑褘 懈 写邪卸械 谐芯写褘 褉邪斜芯褌褘 锌芯褌芯屑褍, 褔褌芯 薪械 锌芯薪懈屑邪谢懈 锌褉懈薪褑懈锌褘, 懈蟹谢邪谐邪械屑褘械 胁 褝褌芯屑 泻褍褉褋械. 携 薪邪写械褞褋褜, 褔褌芯 褝褌芯褌 写胁褍褏薪械写械谢褜薪褘泄 泻褍褉褋 褋褝泻芯薪芯屑懈褌 屑械褋褟褑褘 胁邪褕械谐芯 胁褉械屑械薪懈. 袨薪 薪械蟹邪胁懈褋懈屑 芯褌 写褉褍谐懈褏, 懈 写谢褟 械谐芯 锌褉芯褏芯卸写械薪懈褟 薪褍卸薪褘 褌芯谢褜泻芯 斜邪蟹芯胁褘械 蟹薪邪薪懈褟 胁 芯斜谢邪褋褌懈 屑邪褕懈薪薪芯谐芯 芯斜褍褔械薪懈褟. 协褌芯 褌褉械褌懈泄 泻褍褉褋 褋锌械褑懈邪谢懈蟹邪褑懈懈 芦袚谢褍斜芯泻芯械 芯斜褍褔械薪懈械禄.
袨褉褌芯谐芯薪邪谢懈蟹邪褑懈褟
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Skills You'll Learn
Artificial Intelligence and Machine Learning (AI/ML), Estimation, Deep Learning, Performance Tuning, Machine Learning Methods, Debugging, Data-Driven Decision-Making, Applied Machine Learning, Machine Learning
From the lesson
小褌褉邪褌械谐懈褟 胁 芯斜谢邪褋褌懈 屑邪褕懈薪薪芯谐芯 芯斜褍褔械薪懈褟 (ML)
Taught By
Andrew Ng
Instructor
Younes Bensouda Mourri
Curriculum developer
Kian Katanforoosh
Senior Curriculum Developer