Never stop talking " STOP the Gaza Genocide "
  • Lesson.No : 08
  • 00:10:46

  • مسارات تعليم الالة ومقارنة بينها وبين علم البيانات والذكاء الاصطناعي

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Course Lessons

  1. 1- Machine Learning-1: Probability and Statistics Basics
  2. 2- Machine Learning-2: Statistics and Probability (part-2)
  3. 3- Machine Learning-3: Linear Algebra (part-1)
  4. 4- Machine-Learning-4: Linear Algebra (part-2)
  5. 5- Machine Learning-5: Linear Algebra (part-3)
  6. 6- Machine Learning-6: Linear Algebra (part-4)
  7. 7- Machine Learning-7: Linear Algebra (part-5)
  8. 8- مسارات تعليم الالة ومقارنة بينها وبين علم البيانات والذكاء الاصطناعي
  9. 9- Dataset Search Using Google Dataset
  10. 10- Machine Learning Brief History and Some Examples
  11. 11- ML terminology, Algorithms, and the Bayesian Decision Theory
  12. 12- Discriminant Function and Normal Density
  13. 13- Parametric Estimation in Machine Learning
  14. 14- ما هو تعليم الالة؟ What is Machine Learning
  15. 15- Unsupervised Learning and Clustering
  16. 16- K-means Algorithm with examples
  17. 17- Supervised Learning and KNN Algorithm
  18. 18- Non-parametric Learning: k-Nearest Neighbor (kNN)
  19. 19- Dimensionality Reduction using Fisher Linear Discriminant (FLD)
  20. 20- Dimensionality Reduction: Principal Component Analysis (PCA)
  21. 21- Performance Evaluation in Machine Learning
  22. 22- Gradient Descent in Machine Learning with MATLAB Example
  23. 23- Support Vector Machine (SVM) and VC dimension
  24. 24- Non-Separable SVM and libsvm example with MATLAB
  25. 25- Machine Learning Course: Classifier Fusion
  26. 26- Machine Learning Course: Unsupervised Learning (Clustering)
  27. 27- Machine Learning Course: Decision Trees and Random Forests
  28. 28- AI Roadmap دليلك للبدء في عالم الذكاء الاصطناعي
  29. 29- الفرق بين علم البيانات والتعلم الالي والتعلم العميق والذكاء الاصطناعي بأختصار
  30. 30- Artificial Intelligence Roadmap 2022 (in English)
  31. 31- ما هو الحجم المثالي لمجموعة البيانات لتدريب نماذج الذكاء الاصطناعي؟
  32. 32- Knowledge Distillation in Machine Learning تقطير المعرفة في عالم الذكاء الاصطناعي