ElhosseiniAcademy
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12:55
Lecture 67: 🚀 Kernel Trick
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24:33
Lecture 68: Polynomial Kernel | SVM
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26:30
Lecture 66: 🚀 Error function | Support Vector Classifier (SVC)
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24:29
Lecture 65: 🚀 Support Vector Classifier (SVC)
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27:00
Lecture 64: Softmax Regression By Hand | Implementation
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36:42
Lecture 63: Softmax Regression
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25:42
Lecture 62: Logistic Regression Applications [Iris - Diabetes]
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45:52
Lecture 61: Logistic Regression
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22:12
Lecture 60: Perceptron Applications - Spam Email Filter
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30:28
Lecture 59: Perceptron Algorithm Implementation
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29:27
Lecture 58: Error Functions and the Perceptron Trick
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1:11:01
Lecture 57: Perceptron Basics: Understanding Linear Classifiers
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17:29
Lecture 56: Early Stopping
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26:12
Lecture 55: Lasso & Elastic Net Regularization
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26:40
Lecture 54: Ridge Regularization
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30:11
Lecture 53: Introduction to Regularization
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39:47
Lecture 52: Cross Validation - Learning Curves
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27:27
Lecture 51: Polynomial Regression
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39:58
Lecture 50: Gradient Descent (Batch - Stochastic - MiniBatch) | Linear Regression
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19:38
Lecture 49: Error Functions - Healthcare Application | Linear Regression
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25:13
Lecture 48: Square - Absolute Trick | Linear Regression
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35:43
Lecture 47: Simple Trick | Linear Regression
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46:40
Lecture 46: Normal Equation | Linear Regression
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9:47
Lecture 45: Multioutput Classification
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12:56
Lecture 44: MultiLabel Classification
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24:28
Lecture 43: Error Analysis
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23:29
Lecture 42: Multiclass (Multinomial) Classification
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25:15
Lecture 41: Receiver Operating Characteristic (ROC) curve
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21:46
Lecture 40: 📈 Precision/Recall Curves Decoded: Visualizing the Impact of Threshold Adjustments 📊
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15:23
Lecture 39: Precision vs. Recall: Finding the Perfect Balance 📊
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172 views • 4 months ago
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