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Python is a popular programming language to use in machine learning that offers developers exceptional versatility and power while integrating with other software.

3K views | Do you trust machine learning (ML) models in for your work? Jon Stokes, Trey Ideker, and Veronica DeFelice discuss how the need to understand a ML model’s reasoning varies by scientific context. . . . Did you miss this roundtable webinar from June? It's available to watch on-demand, here: https://www.the-scientist.com/research-roundtable-the-artificial-intelligence-revolution-72963 | The Scientist | Facebook

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💡 أفضل 15 خوارزمية في تعلم الآلة (Machine Learning) #The_World_of_Data #MachineLearning #DeepLearning #AI #DataScience --- 📘 إذا كنت تبدأ رحلتك في عالم تعلم الآلة، فهذه الصورة تلخص لك الخريطة الكبرى التي تجمع أهم الخوارزميات التي يعتمد عليها العلماء والمهندسون لبناء النماذج الذكية 🔥 دعنا نفهمها معًا بوضوح وبأسلوب عملي 👇 --- ❇️ أولًا: التعلم الخاضع للإشراف (Supervised Learning) في هذا النوع، النموذج يتعلم من بيانات مُعلّمة (labeled) أي يعرف الإجابة الصحيحة أثناء التدريب. الهدف: التنبؤ بنتيجة

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