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دورة تعلم الآلة Stanford CS229 - دورة كاملة مع شرح مفصل من أندرو نج
Stanford CS229: Machine Learning | Summer 2019 | Lecture 10 - Deep learning - I

Stanford CS229: Machine Learning | Summer 2019 | Lecture 10 - Deep learning - I

دورة تعلم الآلة Stanford CS229 - دورة كاملة مع شرح مفصل من أندرو نج

الدرس السابق الدرس التالي

محتوى الكورس

جميع الدروس
23 درس
51:13 Stanford CS229: Machine Learning | Summer 2019 | Lecture 1 - Introduction and Linear Algebra
52:54 Stanford CS229: Machine Learning | Summer 2019 | Lecture 2 - Matrix Calculus and Probability Theory
52:39 Stanford CS229: Machine Learning | Summer 2019 | Lecture 3 - Probability and Statistics
48:00 Stanford CS229: Machine Learning | Summer 2019 | Lecture 4 - Linear Regression
52:47 Stanford CS229: Machine Learning | Summer 2019 | Lecture 5 - Perceptron and Logistic Regression
54:50 Stanford CS229: Machine Learning | Summer 2019 | Lecture 6 - Exponential Family & GLM
53:44 Stanford CS229: Machine Learning | Summer 2019 | Lecture 7 - GDA, Naive Bayes & Laplace Smoothing
55:09 Stanford CS229: Machine Learning | Summer 2019 | Lecture 8 - Kernel Methods & Support Vector Machine
51:12 Stanford CS229: Machine Learning | Summer 2019 | Lecture 9 - Bayesian Methods - Parametric & Non
56:51 Stanford CS229: Machine Learning | Summer 2019 | Lecture 10 - Deep learning - I
51:45 Stanford CS229: Machine Learning | Summer 2019 | Lecture 11 - Deep Learning - II
55:40 Stanford CS229: Machine Learning | Summer 2019 | Lecture 12 - Bias and Variance & Regularization
55:15 Stanford CS229: Machine Learning | Summer 2019 | Lecture 13-Statistical Learning Uniform Convergence
47:25 Stanford CS229: Machine Learning | Summer 2019 | Lecture 14 - Reinforcement Learning - I
52:06 Stanford CS229: Machine Learning | Summer 2019 | Lecture 15 - Reinforcement Learning - II
48:37 Stanford CS229: Machine Learning | Summer 2019 | Lecture 16 - K-means, GMM, and EM
52:10 Stanford CS229: Machine Learning | Summer 2019 | Lecture 17 - Factor Analysis & ELBO
53:09 Stanford CS229: Machine Learning | Summer 2019 | Lecture 18 - Principal & Independent CA
52:44 Stanford CS229: Machine Learning | Summer 2019 | Lecture 19 - Maximum Entropy and Calibration
52:36 Stanford CS229: Machine Learning | Summer 2019 | Lecture 20 - Variational Autoencoder
46:57 Stanford CS229: Machine Learning | Summer 2019 | Lecture 21 - Evaluation Metrics
55:20 Stanford CS229: Machine Learning | Summer 2019 | Lecture 22 - Practical Tips and Course Recap
48:51 Stanford CS229: Machine Learning | Summer 2019 | Lecture 23 - Course Recap and Wrap Up