ElhosseiniAcademy @[email protected]
30K subscribers - no pronouns :c
Welcoem to posts!!
in the future - u will be able to do some more stuff here,,,!! like pat catgirl- i mean um yeah... for now u can only see others's posts :c
Welcome to the official channel of Prof. Mostafa Elhosseini —
Professor of Smart Systems Engineering | IEEE Senior Member | Author of 100+ top-tier journal papers in AI, Bioengineering, Electronics, and Smart Systems.
This channel is your gateway to deep, bilingual (Arabic-English) tutorials and research insights in:
🤖 AI & Machine Learning
💻 Computer Architecture & Programming
🚁 Drones for Smart Cities & Disability Support
📊 Statistics & Data Science
♿ Research in Assistive Technologies
🧠 Bioinspired Optimization
🌐 Digital Twins & System Design
I'm also a:
🎓 Udemy Instructor
📚 Topic Editor at Frontiers
🧬 Guest Editor (Bioengineering & Electronics, MDPI)
Whether you're a student, researcher, or tech enthusiast, you’ll find advanced topics simplified, real-world research explained, and tools to grow your knowledge.
✅ Subscribe to Learn Smart. Think Deep. Research Big.
#ProfElhosseiniSmartSysEng
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انا حاليا بنتهي من الباب الخامس . اكمل سلسلة Machine Learning لما ربنا يبلغنا نهاية الكتاب ولا ابدا سلسلة جديدة غاليا هتبقي نظم تشغيل Operating System او Algorithms او احصاء تطبيقي او رياضيات للذكاء الصناعي
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Support Vector Classifier (SVC) is a powerful machine learning algorithm used for classification tasks. It works by finding the optimal hyperplane that separates different classes with the largest possible margin. 🚀
Join us in our latest lecture to master SVC, where you'll learn how it handles large margin classification, balances bias/variance tradeoffs, and excels in small to medium-sized datasets. 🧠📊
https://youtu.be/BusovVFOjpI?feature=...
Main Objective: Understand the importance of SVC and its practical applications.
What You’ll Learn:
🔹 SVC basics and importance
🔹 Hard vs. Soft Margin
🔹 Bias/Variance tradeoff
🔹 Hyperplanes in 1D, 2D, 3D
🔹 SVC’s sensitivity to feature scaling
Don’t miss out—broadcast, like, share, and watch now! 🎥
#MachineLearning #SupportVectorClassifier #SVC #AI #DataScience #MLAlgorithms #TechEducation #Hyperplanes
1 - 0
Just uploaded 3 new lectures on Data Preprocessing for Machine Learning to our YouTube playlist, inspired by "Hands-On Machine Learning with Scikit-Learn and TensorFlow" (Ch. 02):
1️⃣ "Missing Data Mastery: Cleaning and Imputation for Better Models" - Discover the secrets to dealing with missing data for enhanced ML models. 🧹✨
https://youtu.be/CGzvGxAugT8
2️⃣ "Text & Categorical Data Preparation for Real-World ML" - Master the art of processing text and categorical data to unlock the full potential of your ML projects. 📚🐱💻
https://youtu.be/MS11wTp5bJ8
3️⃣ "Feature Scaling & Transformation: Taming Your Data for ML Success" - Learn how to scale and transform your data to ensure your ML models perform at their best. 🔍⚖️
https://youtu.be/LpSuDIh0748
Each lecture is packed with insights and practical tips straight from a must-read ML textbook. 📖💡
Join us and elevate your machine learning skills! 💥🚀
#MachineLearning #DataPreprocessing #ScikitLearn #TensorFlow #MLCommunity #AI
🔄 Feel free to RT and spread the knowledge among ML enthusiasts! 🌐🤖
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استعدوا لتطوير مهاراتكم في التعلم الآلي! محاضرتي الجديدة تغطي أساسيات معالجة البيانات: تقسيم العينة، وطرق جمع العينات، وهامش الخطأ، والمزيد! شاهدوا الآن وأعيدوا التغريد لنشر المعرفة!
https://youtu.be/fAA2Io4Y5Cc
#التعلم_الآلي #علم_البيانات #تحويل_البيانات
Want to build better ML models? My latest lecture breaks down key data prep techniques for accurate results. Learn train/test splits, sampling, margin of error & more! Get insights for your projects 💡 #MachineLearning #DataScience #AI
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عملنا لحضراتكم قناة علي التليجرام للمتابعين قناتي باليوتيوب ...لتسهيل التواصل ومشاركة الملفات وعرض الجديد والإجابة علي تساؤلات حضراتكم
t.me/+3kNEJnNDGbw3OGY0
2 - 0
رجاءا للمتابعين ...ادخلوا هنا لسرعة التواصل بيننا ومشاركة المحتوي والملفات والإجابة علي تساؤلات حضراتكم
t.me/+3kNEJnNDGbw3OGY0
2 - 0
Welcome to the official channel of Prof. Mostafa Elhosseini — Professor of Smart Systems Engineering | IEEE Senior Member | Author of 100+ top-tier journal papers in AI, Bioengineering, Electronics, and Smart Systems.
This channel is your gateway to deep, bilingual (Arabic-English) tutorials and research insights in:
🤖 AI & Machine Learning
💻 Computer Architecture & Programming
🚁 Drones for Smart Cities & Disability Support
📊 Statistics & Data Science
♿ Research in Assistive Technologies
🧠 Bioinspired Optimization
🌐 Digital Twins & System Design
I'm also a:
🎓 Udemy Instructor
📚 Topic Editor at Frontiers
🧬 Guest Editor (Bioengineering & Electronics, MDPI)
Whether you're a student, researcher, or tech enthusiast, you’ll find advanced topics simplified, real-world research explained, and tools to grow your knowledge.
✅ Subscribe to Learn Smart. Think Deep. Research Big.
#ProfElhosseiniSmartSysEng