Dr. RAMBABU PEMULA

@drrambabupemula - 58 本の動画

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最近の動画

Classification of Iris Flowers using Decision Tree Classifier CART Algorithm || GINI Index || CART 50:31

Classification of Iris Flowers using Decision Tree Classifier CART Algorithm || GINI Index || CART

Decision Tree Regression 18:20

Decision Tree Regression

Regularization Hyperparameters || Decision Tree Classifier 12:10

Regularization Hyperparameters || Decision Tree Classifier

Gini Impurity or Entropy || Decision Tree Classifier 16:43

Gini Impurity or Entropy || Decision Tree Classifier

Example for Construction of Decision Tree using Classification And Regression Tree (CART) Algorithm 47:44

Example for Construction of Decision Tree using Classification And Regression Tree (CART) Algorithm

Computational Complexity || Decision Tree || ID3 || CART 4:48

Computational Complexity || Decision Tree || ID3 || CART

The CART Training Algorithm || Decision Tree 16:54

The CART Training Algorithm || Decision Tree

Estimating Class Probabilities || Decision Tree Classifier 14:07

Estimating Class Probabilities || Decision Tree Classifier

Making Predictions || Decision Tree 17:05

Making Predictions || Decision Tree

Training || Visualizing || Decision Tree 17:09

Training || Visualizing || Decision Tree

Types of Decision Trees Algorithms || ID3 || C4.5 || CART 6:19

Types of Decision Trees Algorithms || ID3 || C4.5 || CART

Decision Tree || Introduction 13:13

Decision Tree || Introduction

SVM Regression 10:32

SVM Regression

Iris Flowers Classification using SVM Classification | Iris Flowers| Iris | SVM | SVC | 33:14

Iris Flowers Classification using SVM Classification | Iris Flowers| Iris | SVM | SVC |

SVM Computational Complexity | SVM | Machine Learning 8:16

SVM Computational Complexity | SVM | Machine Learning

SVM GAUSSIAN RBF KERNEL | SVM| Machine Learning 14:29

SVM GAUSSIAN RBF KERNEL | SVM| Machine Learning

SVM Adding Similarity Features | SVM | Machine Learning 16:37

SVM Adding Similarity Features | SVM | Machine Learning

SVM Polynomial Kernel | SVM | Machine Learning | Classification 10:31

SVM Polynomial Kernel | SVM | Machine Learning | Classification

Nonlinear SVM Classification || SVM|| SVC|| Classification || Machine Learning 11:13

Nonlinear SVM Classification || SVM|| SVC|| Classification || Machine Learning

SVM Softmargin Classification || SVM || Classification || ML 17:27

SVM Softmargin Classification || SVM || Classification || ML

Linear SVM Classification || SVM || ML || Classification 12:27

Linear SVM Classification || SVM || ML || Classification

Iris Flower Classification Using KNN Classifier 20:46

Iris Flower Classification Using KNN Classifier

KNN Classifier Algorithm 9:13

KNN Classifier Algorithm

KNN Classifier Example 10:01

KNN Classifier Example

Multioutput classification 12:43

Multioutput classification

Linear Regression | Simple Linear Regression 34:34

Linear Regression | Simple Linear Regression

Multilabel Classification 10:53

Multilabel Classification

Error Analysis | Machine Learning | Improve Your Model Performance 23:27

Error Analysis | Machine Learning | Improve Your Model Performance

Multiclass Classification 22:12

Multiclass Classification

ROC-AUC Curve Explained | Machine Learning Model Evaluation 12:55

ROC-AUC Curve Explained | Machine Learning Model Evaluation

Precision-Recall Trade-off Explained | Machine Learning Evaluation Metrics 16:47

Precision-Recall Trade-off Explained | Machine Learning Evaluation Metrics

Precision, Recall, and F1 Score Explained! | Evaluation Metrics for Classification Models 13:56

Precision, Recall, and F1 Score Explained! | Evaluation Metrics for Classification Models

CONFUSION MATRIX|Confusion Matrix in Machine Learning | Precision, Recall, F1-Score 17:04

CONFUSION MATRIX|Confusion Matrix in Machine Learning | Precision, Recall, F1-Score

Measuring Accuracy Using Cross Validation 9:02

Measuring Accuracy Using Cross Validation

Steps in Machine Learning||Machine Learning||Machine Learning Process||Lecture||Fundamental concepts 6:14

Steps in Machine Learning||Machine Learning||Machine Learning Process||Lecture||Fundamental concepts

Performance Measures ||Machine Learning||Lecture||youtube video 2:23

Performance Measures ||Machine Learning||Lecture||youtube video

Training a binary classification||MACHINE LEARNING||LECTURE||YOUTUBE VIDEO 10:49

Training a binary classification||MACHINE LEARNING||LECTURE||YOUTUBE VIDEO

MNIST DATASET||MACHINE LEARNING||LECTURE||YOUTUBE VIDEO 24:52

MNIST DATASET||MACHINE LEARNING||LECTURE||YOUTUBE VIDEO

ML|| Non -Representative Training Data||LECTURE VIDEO 7:11

ML|| Non -Representative Training Data||LECTURE VIDEO

ML|| Underfitting the training data|| LECTURE||VIDEO 7:58

ML|| Underfitting the training data|| LECTURE||VIDEO

ML||IRRELEVANT FEATURES||LECTURE||VIDEO 5:51

ML||IRRELEVANT FEATURES||LECTURE||VIDEO

MACHINE LEARNING||OVERFITTING THE TRAINING DATA||LECTURE||VIDEO 8:57

MACHINE LEARNING||OVERFITTING THE TRAINING DATA||LECTURE||VIDEO

MACHINE LEARNING|| Insufficient Quantity of Training Data||LECTURE VIDEO 5:05

MACHINE LEARNING|| Insufficient Quantity of Training Data||LECTURE VIDEO

MACHINE LEARNING||POOR QUALITY DATA||LECTURE||VIDEO 3:57

MACHINE LEARNING||POOR QUALITY DATA||LECTURE||VIDEO

MAIN CHALLENGES OF MACHINE LEARNING||LECTURE||VIDEO 2:35

MAIN CHALLENGES OF MACHINE LEARNING||LECTURE||VIDEO

ML# INSTANCE-BASED VS MODEL-BASED LEARNING#LECTURE#VIDEO 14:47

ML# INSTANCE-BASED VS MODEL-BASED LEARNING#LECTURE#VIDEO

ML#ONLINE MACHINE LEARNING SYSTEM#LECTURE #VIDEO 7:35

ML#ONLINE MACHINE LEARNING SYSTEM#LECTURE #VIDEO

ML#BATCH AND ONLINE LEARNING#LECTURE#VIDEO 7:57

ML#BATCH AND ONLINE LEARNING#LECTURE#VIDEO

INTRODUCTION TO MACHINE LEARNING# LECTURE#VIDEO 22:07

INTRODUCTION TO MACHINE LEARNING# LECTURE#VIDEO

REINFORCEMENT LEARNING # LECTURE#VIDEO 3:06

REINFORCEMENT LEARNING # LECTURE#VIDEO

SEMISUPERVISED UNSUPERVISED#LECTURE#VIDEO 3:11

SEMISUPERVISED UNSUPERVISED#LECTURE#VIDEO

UNSUPERVISED LEARNING#LECTURE# VIDEO 8:23

UNSUPERVISED LEARNING#LECTURE# VIDEO

SUPERVISED LEARNING# LECTURE# VIDEO 5:34

SUPERVISED LEARNING# LECTURE# VIDEO

TYPES OF MACHINE LEARNING# LECTURE# VIDEO 3:42

TYPES OF MACHINE LEARNING# LECTURE# VIDEO

Examples of Machine Learning# Lecture # VIDEO 6:48

Examples of Machine Learning# Lecture # VIDEO

Why Use Machine Learning 11:10

Why Use Machine Learning

HOW MACHINE LEARNING WORKS||LECTURE||VIDEO 8:40

HOW MACHINE LEARNING WORKS||LECTURE||VIDEO

MACHINE LEARNING LESSION 1 - INTRODUCTION #video 15:29

MACHINE LEARNING LESSION 1 - INTRODUCTION #video

動画

Classification of Iris Flowers using Decision Tree Classifier CART Algorithm || GINI Index || CART 50:31

Classification of Iris Flowers using Decision Tree Classifier CART Algorithm || GINI Index || CART

6 回視聴 - 23 時間前

Decision Tree Regression 18:20

Decision Tree Regression

3 回視聴 - 1 日前

Regularization Hyperparameters || Decision Tree Classifier 12:10

Regularization Hyperparameters || Decision Tree Classifier

4 回視聴 - 1 日前

Gini Impurity or Entropy || Decision Tree Classifier 16:43

Gini Impurity or Entropy || Decision Tree Classifier

0 回視聴 - 1 日前

Example for Construction of Decision Tree using Classification And Regression Tree (CART) Algorithm 47:44

Example for Construction of Decision Tree using Classification And Regression Tree (CART) Algorithm

12 回視聴 - 2 日前

Computational Complexity || Decision Tree || ID3 || CART 4:48

Computational Complexity || Decision Tree || ID3 || CART

12 回視聴 - 2 日前

The CART Training Algorithm || Decision Tree 16:54

The CART Training Algorithm || Decision Tree

14 回視聴 - 3 日前

Estimating Class Probabilities || Decision Tree Classifier 14:07

Estimating Class Probabilities || Decision Tree Classifier

29 回視聴 - 3 日前

Making Predictions || Decision Tree 17:05

Making Predictions || Decision Tree

48 回視聴 - 3 日前

Training || Visualizing || Decision Tree 17:09

Training || Visualizing || Decision Tree

24 回視聴 - 3 日前

Types of Decision Trees Algorithms || ID3 || C4.5 || CART 6:19

Types of Decision Trees Algorithms || ID3 || C4.5 || CART

63 回視聴 - 4 日前

Decision Tree || Introduction 13:13

Decision Tree || Introduction

73 回視聴 - 4 日前