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Machine Learning & Artificial Intelligence | Data Science Free Courses
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تُعد قناة Machine Learning & Artificial Intelligence | Data Science Free Courses (@datasciencefree) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 66 652 مشتركاً، محتلاً المرتبة 2 465 في فئة التعليم والمرتبة 432 في منطقة ماليزيا.
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منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 66 652 مشتركاً.
بحسب آخر البيانات بتاريخ 21 يونيو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 571، وفي آخر 24 ساعة بمقدار 2، مع بقاء الوصول العام مرتفعاً.
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“Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence
Admin: @coderfun”
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أرشيف المشاركات
Official Python Docs
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Tools:
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http://www.pythonforbeginners.com/basics/python-pip-usage
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https://www.hackerrank.com
https://wiki.python.org/moin/PythonDecorators
Python GUI FAQ
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Repost from Python Projects & Free Books
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4. What is overfitting and how can you prevent it?
5. Describe the bias-variance tradeoff.
6. What is cross-validation, and why is it important in machine learning?
7. What are some feature selection techniques you are familiar with?
8.What are the assumptions of linear regression?
9. How does regularization help in linear models?
10. Explain the difference between classification and regression.
11. What are some common algorithms used for dimensionality reduction?
12. Describe how a decision tree works.
13. What are ensemble methods, and why are they useful?
14. How do you handle missing or corrupted data in a dataset?
15. What are the different kernels used in Support Vector Machines (SVM)?
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An high level overview for becoming a machine learning engineer
