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Differential Calculus | Machine Learning | Algorithm |
2:05:09
Differential Calculus | Machine Learning | Algorithm |
Optimization | Machine Learning | Algorithm |
1:39:26
Optimization | Machine Learning | Algorithm |
Multiple Linear Regression | Machine Learning | Algorithm |
1:33:06
Multiple Linear Regression | Machine Learning | Algorithm |
Simple Linear Regression | Machine Learning | Algorithm |
1:34:14
Simple Linear Regression | Machine Learning | Algorithm |
Matrix Intuition | Machine Learning
1:28:40
Matrix Intuition | Machine Learning
Matrix Computation | Machine Learning
1:58:55
Matrix Computation | Machine Learning
Vector in Linear Algebra | Machine Learning
1:50:55
Vector in Linear Algebra | Machine Learning
XGboost Complete maths | Machine Learning | Algorithm |
2:25:36
XGboost Complete maths | Machine Learning | Algorithm |
Introduction of Tensors | Machine Learning |
53:50
Introduction of Tensors | Machine Learning |
Mini batch Gradient Descent | Machine Learning | Algorithm
21:49
Mini batch Gradient Descent | Machine Learning | Algorithm
Stochastic Gradient Descent | Machine Learning | Algorithm
58:03
Stochastic Gradient Descent | Machine Learning | Algorithm
Batch Gradient Descent | Machine Learning | Algorithm
1:01:35
Batch Gradient Descent | Machine Learning | Algorithm
Gradient Descent from Scratch | Machine Learning | Algorithm
1:57:19
Gradient Descent from Scratch | Machine Learning | Algorithm
XGboost for Classification | Machine Learning | Algorithm |
1:05:08
XGboost for Classification | Machine Learning | Algorithm |
KNN Regression | Hyperparameters | Machine learning |
1:17:26
KNN Regression | Hyperparameters | Machine learning |
KNN Algorithm | KNearest neighbors | Machine learning |
1:21:00
KNN Algorithm | KNearest neighbors | Machine learning |
XGboost for Regression | Machine Learning | Algorithm |
1:00:26
XGboost for Regression | Machine Learning | Algorithm |
XGboost | Introduction | Machine Learning | Algorithm
1:46:48
XGboost | Introduction | Machine Learning | Algorithm
Gradient Boosting | Classifier Maths | Machine Learning Algorithm |
1:21:47
Gradient Boosting | Classifier Maths | Machine Learning Algorithm |
Gradient Boosting | Classifier | Machine Learning Algorithm |
1:43:31
Gradient Boosting | Classifier | Machine Learning Algorithm |
Gradient Boosting | Perspective | Machine Learning Algorithm |
1:48:57
Gradient Boosting | Perspective | Machine Learning Algorithm |
Gradient Boosting | Regressor | Machine Learning Algorithm |
1:51:16
Gradient Boosting | Regressor | Machine Learning Algorithm |
Math Behind Kernel in SVM | SVM | Machine Learning |
1:34:39
Math Behind Kernel in SVM | SVM | Machine Learning |
SVM Dual Problem | Machine Learning | Algorithm
1:01:16
SVM Dual Problem | Machine Learning | Algorithm
Mathematics of SVM | Constrained Optimization Problem | Machine learning |
1:11:07
Mathematics of SVM | Constrained Optimization Problem | Machine learning |
SVM Kernel | Machine Learning
42:04
SVM Kernel | Machine Learning
SVM | Soft margin SVM | Machine Learning
1:40:02
SVM | Soft margin SVM | Machine Learning
SVM | Hard margin SVM | Machine Learning
1:09:22
SVM | Hard margin SVM | Machine Learning
Logistic Regression | Polynomial Feature| Machine Learning |
6:52
Logistic Regression | Polynomial Feature| Machine Learning |
Logistic Regression | Log loss error | Machine Learning |
42:43
Logistic Regression | Log loss error | Machine Learning |