Machine Learning
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15 learners
What you'll learn
This course includes
- 47.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 323 lessons • 47.5 hours of video
Machine Learning
323 lessons
• 47.5 hours
Machine Learning
323 lessons
• 47.5 hours
- Euclidean Manhattan Minkowski Chebyshev Jaccard Distance & Cosine Similarity by Vidya Mahesh Huddar08:02
- #2 Decision Tree Using Gini Index | Gini Index | Gini Impurity Machine Learning Vidya Mahesh Huddar10:40
- 18.2 Defuzzification Methods Weighted Average Center of Sum Mean Max Membership Vidya Mahesh Huddar07:24
- Markov Chain Numerical Example Step by Step Solution by Vidya Mahesh Huddar04:28
- End to End Heart Disease Prediction with Flask App using Machine Learning by Mahesh Huddar13:38
- Complete Linkage Hierarchical Clustering Agglomerative Clustering in ML by Vidya Mahesh Huddar07:00
- Perceptron Learning NAND Gate | Update Weights Bais ANN in Machine Learning by Vidya Mahesh Huddar10:30
- Single Linkage Hierarchical Clustering | Step-by-Step Solved Example | Agglomerative Clustering08:21
- #2. Wards Clustering Solved Example | Hierarchical Clustering Linkage Clustering Vidya Mahesh Huddar09:45
- Find Mahalanobis Distance | Mahalanobis Distance formula Solved Example in ML by Vidya Mahesh Huddar03:39
- 1. Flajolet Martin Algorithm Example | FM Solved Example | Big Data Analytics by Vidya Mahesh Huddar04:19
- 2. Fuzzy C Means Clustering Algorithm Solved Example Machine Learning DL by Vidya Mahesh Huddar11:37
- End to End final year project for Detection of Humans in Fire with Flask Web App Vidya Mahesh Huddar08:29
- Linear Regression Model Coefficient of Correlation in Machine Learning by Vidya Mahesh Huddar05:52
- 1. Decision Tree | ID3 Algorithm | Solved Numerical Example | by Mahesh Huddar23:53
- 2. DIANA Clustering Solved Example Divisive Analysis Clustering Solved Example by Vidya Mahesh Hudar10:50
- 3. Principal Component Analysis Example | PCA Example Dimensionality Reduction Vidya Mahesh Huddar10:03
- Linear Regression Numerical Example Linear Relationship Solved Example by Vidya Mahesh Huddar05:04
- Term Frequency Inverse Document Frequency TFIDF Cosine Similarity Solved Example Vidya Mahesh Huddar08:13
- Singular Value Decomposition SVD for Square Rectangular Matrix Solved Example by Vidya Mahesh Huddar15:41
- End to End Pneumonia Detection Project with Flask App using Deep Learning by Mahesh Huddar09:36
- Facial Expression Recognition using CNN Final Year Project Source code Deep Learning Mahesh Huddar05:47
- Part 1: Plant Leaf Disease Prediction TensorFlow Keras CNN Streamlit Machine Learning Mahesh Huddar22:26
- Multivariate Linear Regression Solved Example Multiple Regression in Machine Learning Mahesh Huddar08:10
- 2. Multiple Linear Regression Solved Numerical Example in Machine Learning Data Mining Mahesh Huddar08:43
- Linear Regression using Least Squares Method in Machine Learning Data mining and ML by Mahesh Huddar06:29
- Complete Linkage Hierarchical Clustering using Agglomerative Method Machine Learning Mahesh Huddar08:21
- Single Linkage Hierarchical Clustering using the Agglomerative Method Machine Learning Mahesh Huddar08:36
- Vapnik Chervonenkis Dimension | VC Dimension | Solved Example in Machine Learning by Mahesh Huddar08:03
- How to install Tensorflow GPU Cuda Toolkit and Keras in Anaconda Windows by Mahesh Huddar05:32
- Backpropagation Solved Example - 4 | Backpropagation Algorithm in Neural Networks by Mahesh Huddar11:24
- Introduction to Machine Learning Definition Examples Applications of ML Why so popular Mahesh Huddar13:37
- What are the different Steps in designing and Implementing Machine Learning Model by Mahesh Huddar10:09
- Feature Selection | Wrapper | Filter | Embeded Intrinsic Method in Machine Learning by Mahesh Huddar10:47
- Forward Feature Selection Subset Selection Dimensionality Reduction Machine Learning Mahesh Huddar08:03
- Backward Feature Selection | Feature Elimination | Dimensionality Reduction in ML by Mahesh Huddar04:12
- Chi Square Test for Feature Selection Statistical Test in Machine Learning by Mahesh Huddar09:51
- PCA Algorithm | Principal Component Analysis Algorithm | PCA in Machine Learning by Mahesh Huddar10:18
- 1 Principal Component Analysis | PCA | Dimensionality Reduction in Machine Learning by Mahesh Huddar16:06
- 2. Principle Component Analysis | PCA Solved Example | PCA Step-by-Step Solution by Mahesh Huddar15:15
- Linear Discriminant Analysis | LDA | Fisher Discriminant Analysis | FDA Explained by Mahesh Huddar08:33
- LDA Solved Example | Linear Discriminant Analysis | Fisher Discriminant Analysis by Mahesh Huddar13:54
- SVD Singular Value Decomposition in Dimensionality Reduction in Machine Learning by Mahesh Huddar12:13
- 2. SVD | Singular Value Decomposition | Dimensionality Reduction | Solved Example by Mahesh Huddar11:57
- KL Transform | KL Transformation Matrix Solved Example Digital Image Processing Vidya Mahesh Huddar13:26
- Types of Machine Learning Algorithms Supervised Unsupervised Reinforcement Learning by Mahesh Huddar10:59
- What are the different Perspectives and Issues in Machine Learning by Mahesh Huddar05:59
- Concept Learning Concept Space Hypothesis Space Distinct Hypothesis Space Machine Learning Mahesh09:45
- FIND S Algorithm | Finding A Maximally Specific Hypothesis | Solved Example - 1 by Mahesh Huddar06:09
- FIND S Algorithm | Finding A Maximally Specific Hypothesis | Solved Example - 2 by Mahesh Huddar09:18
- 3. Find S Algorithm Solved Numerical Example to find Maximally Specific Hypothesis by Mahesh Huddar06:06
- FIND S Algorithm | Unanswered Questions by Mahesh Huddar03:35
- Consistent Hypothesis | Version Space | List Then Eliminate Algorithm by Mahesh Huddar13:45
- Candidate Elimination Algorithm – Explained Machine Learning Data Mining Mahesh Huddar05:17
- 1. Candidate Elimination Algorithm | Solved Example - 1 | Machine Learning by Mahesh Huddar15:29
- 2. Candidate Elimination Algorithm | Solved Example - 2 | Machine Learning by Mahesh Huddar14:13
- 3. Candidate Elimination Algorithm | Solved Example - 3 | Machine Learning by Mahesh Huddar08:35
- 4 Candidate Elimination Algorithm Solved Numerical Example Malignant Tumors MRI Images Mahesh Huddar11:51
- 5. Candidate Elimination Algorithm Solved Numerical Example to find Specific and Generic Hypothesis15:16
- Remarks On Version Spaces And Candidate Elimination Algorithm Machine Learning Mahesh Huddar12:27
- Inductive Bias Candidate Elimination Algorithm | Inductive System | Deductive System Mahesh Huddar09:55
- Appropriate Problems for Decision Tree Learning Machine Learning Big Data Analytics by Mahesh Huddar06:14
- 1. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar06:47
- 2. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar mp410:08
- How to find the Entropy and Information Gain in Decision Tree Learning by Mahesh Huddar12:15
- How to find the Entropy Given Probabilities decision Tree Learning Machine Learning by Mahesh Huddar03:47
- Splitting Continuous Attribute using Gini Index in Decision Tree Machine Learning by Mahesh Huddar06:45
- How to find Entropy Information Gain | Gini Index Splitting Attribute Decision Tree by Mahesh Huddar13:06
- How to find Entropy | Information Gain | Gain in terms of Gini Index | Decision Tree Mahesh Huddar13:12
- ID3 Decision tree Learning Algorithm | ID3 Algorithm | Decision Tree Algorithm Example Mahesh Huddar08:06
- 2 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar08:53
- 3 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar12:14
- Issues in Decision Tree Learning | Machine Learning by Mahesh Huddar05:17
- How to Avoid Overfitting in Decision Tree Learning | Machine Learning | Data Mining by Mahesh Huddar13:52
- How to handle Continuous Valued Attributes in Decision Tree | Machine Learning by Mahesh Huddar08:18
- ID3 Decision Tree Learning Inductive Bias | Inductive bias of ID3 | Occam's razor ID3 Mahesh Huddar06:44
- How to find Gini of an Attribute | Gini Index or Overall Gini in Decision Tree by Mahesh Huddar08:45
- ID3 Algorithm to Build Decision Tree Buys Computer Solved Example in Machine Learning Mahesh Huddar18:05
- Build Decision Tree using Gini Index Solved Numerical Example Machine Learning by Dr. Mahesh Huddar14:18
- How to Draw Decision Tree for Parity Function | Decision Tree for Boolean Function by Mahesh Huddar02:50
- How to get Split Point of Continuous Valued Attribute using Entropy & Information Gain Mahesh Huddar06:34
- Part 1 - Decision Tree using Greedy Approach – Solved Example in Machine Learning by Mahesh Huddar14:07
- Part 2 - Decision Tree using Greedy Approach – Solved Example in Machine Learning by Mahesh Huddar05:48
- How to build Decision Tree using C4.5 Algorithm | C4.5 Decision Tree Learning | C4.5 Mahesh Huddar09:25
- Decision Tree using C4.5 Algorithm Solved Numerical Example | C4.5 Solved Example by Mahesh Huddar15:39
- Classification and Regression Trees Decision Tree | CART Algorithm Solved Example by Mahesh Huddar14:53
- Build Decision Tree using Regression Algorithm Solved Example in machine learning by Mahesh Huddar09:51
- Regression Decision Tree Solved Example Regression Trees in Machine Learning by Mahesh Huddar16:37
- CHAID Decision Tree Chi-Square Automatic Interaction Detection in Machine Learning by Mahesh Huddar14:06
- Artificial Neural Networks | ANN | Appropriate Problems for ANN by Mahesh Huddar04:19
- 1. Perceptron Training Rule for Linear Classification Artificial Neural Networks Machine Learning05:40
- 2 AND GATE Perceptron Training Rule | Artificial Neural Networks Machine Learning by Mahesh Huddar06:55
- 3. OR GATE Perceptron Training Rule | Artificial Neural Networks Machine Learning by Mahesh Huddar07:25
- Perceptron Rule to design XOR Logic Gate Solved Example ANN Machine Learning by Mahesh Huddar13:09
- Perceptron Learning Algorithm Artificial Neural Network ANN Machine Learning by Mahehs Huddar05:45
- How to Train Boolean AND Function using Perceptron Learning in ANN Machine Learning by Mahesh Huddar08:53
- 1. Gradient Descent | Delta Rule | Delta Rule Derivation Nonlinearly Separable Data by Mahesh Huddar11:13
- 2. Gradient Descent Algorithm and the Delta Rule for Non-Linearly Separable Data by Mahesh Huddar06:16
- Gradient Descent Delta Rule | Non Linear Classification | Delta Rule Derivation Mahesh Huddar10:13
- Gradient Descent Algorithm | Stochastic Gradient Descent Algorithm Weight Update by Mahesh Huddar08:13
- Back Propagation Algorithm Artificial Neural Network Algorithm Machine Learning by Mahesh Huddar15:12
- Derivation of Back Propagation Algorithm Neural Networks Algorithm Machine Learning by Mahesh Huddar22:40
- #1 Solved Example Back Propagation Algorithm Multi-Layer Perceptron Network by Dr. Mahesh Huddar14:31
- #2. Solved Example Back Propagation Algorithm Multi-Layer Perceptron Network by Dr. Mahesh Huddar10:32
- #3. Backpropagation Solved Example Train Neural network predict output Updates Weights by Dr. Mahesh11:29
- Solved Example Multi-Layer Perceptron Learning | Back Propagation Solved Example by Mahesh Huddar15:49
- Find Weighted Sum Output using Logistic Threshold and Rectified Linear Unit functions Mahesh Huddar05:01
- Multi-Layer Perceptron Learning Feed Forward Learning Back Propagation Algorithm by Mahesh Huddar08:06
- Self Organizing Feature Map Kohonen Maps Solved Example | Self Organizing Networks by Mahesh Huddar09:46
- Naive Bayes Theorem | Maximum A Posteriori Hypothesis | MAP Brute Force Algorithm by Mahesh Huddar09:23
- How to use Naive Bayes rule to check whether the Patient has Cancer or Not by Mahesh Huddar06:19
- Maximum Likelihood Hypothesis and Least Squared Error Hypothesis by Mahesh Huddar09:12
- Maximum Likelihood Hypothesis | Least squared Error | Gaussian Distribution by Mahesh Huddar09:08
- Naïve Bayes Classifier Algorithm | Solved Example Naïve Bayes Algorithm by Mahesh Huddar10:03
- How to use Naive Bayes Thereom to check whether the Patient has Liver Disease by Dr. Mahesh Huddar03:32
- Generalized Naive Bayes rule to find Probability that Defective Bulb by Factory A Dr. Mahesh Huddar04:41
- 1. Solved Example Naive Bayes Classifier to classify New Instance PlayTennis Example Mahesh Huddar08:42
- 2. Solved Example Naive Bayes Classifier to classify New Instance | Species Example by Mahesh Huddar06:52
- 3. Solved Example Naive Bayes Classifier to classify New Instance Car Example by Mahesh Huddar06:10
- 4. Solved Example Naive Bayes Classifier to classify New Instance Football Match Example by Mahesh05:54
- 5. Solved Example Naive Bayes Classifier to classify New Instance Naive Bayes Theorem mahesh Huddar10:19
- 6. Gaussian Naive Bayes Classifier Algorithm to classify the person as Male or Female Solved Example09:52
- 7. Solved Example Naive Bayes Classification Age Income Student Credit Rating Buys Computer Mahesh08:37
- How to Use Naive Bayes Classifier to classify the new example as Senior or Junior by Mahesh Huddar09:04
- Solved Example Use Naive Bayes Classifier to classify the color legs height smelly by Mahesh Huddar06:25
- Gaussian Naive Bayes Classifier Laplace smoothing Correction in Naive Bayes Classifier Mahesh Huddar13:01
- How to do Text Classification using Naive Bayes Classifier and TF-IDF features by Mahesh Huddar12:29
- Text Classification Spam Classification using Naive Bayes Classifier 1 Add Smoothing Mahesh Huddar09:17
- Laplace smoothing | Laplace Correction | Zero Probability in Naive Bayes Classifier by Mahesh Huddar08:02
- How to find conditional Probabilities using m estimate Approach Naive Bayes Classifier Mahesh Huddar08:19
- 1. Bayesian Belief Network | BBN | Solved Numerical Example | Burglar Alarm System by Mahesh Huddar11:16
- 2. Bayesian Belief Network | BBN | Solved Numerical Example Burglar Alarm System by Mahesh Huddar12:43
- 3. Bayesian Belief Network BBN Solved Numerical Example Battery Gauge Fuel Start Car Mahesh Huddar15:35
- #4. Bayesian belief network Solved Example Milage Engine Air Conditioner Car Value by Mahesh Huddar08:13
- #5. Bayesian belief network Solved Numerical Example | BBN Example | Machine Learning Mahesh Huddar08:36
- KMeans Clustering Algorithm | Steps in KMeans Algorithm | Advantages Disadvantages by Mahesh Huddar05:53
- K Means Clustering Algorithm | K Means Solved Numerical Example Euclidean Distance by Mahesh Huddar08:55
- K Means Clustering Solved Example K Means Clustering Algorithm in Machine Learning by Mahesh Huddar08:08
- K Means Algorithm Solved Example | K Means Clustering Algorithm Machine Learning Vidya Mahesh Huddar06:47
- K Means Clustering using L1 Distance Euclidean Distance Machine Learning by Dr. Mahesh Huddar09:36
- Clusters using a Single Link Technique Agglomerative Hierarchical Clustering by Dr. Mahesh Huddar09:30
- Agglomerative Hierarchical Clustering Algorithm in Data Mining and Machine Learning by Mahesh Huddar08:04
- Agglomerative Hierarchical Clustering Single link Complete link Clustering by Dr. Mahesh Huddar05:35
- Solved Example Complete Linkage - Agglomerative Hierarchical Clustering Euclidean Dist Mahesh Huddar11:20
- Average Linkage Hierarchical Agglomerative Clustering Algorithm draw dendrogram in ML Mahesh Huddar08:34
- #2. DBSCAN Example | DBSCAN Clustering Algorithm Solved Example in machine learning by Mahesh Huddar06:22
- DBSCAN Clustering Algorithm Solved Numerical Example in Machine Learning Data Mining Mahesh Huddar11:07
- Fuzzy C Means Clustering Algorithm Solved Example | Clustering Algorithm in ML & DL by Mahesh Huddar15:04
- 1. K-Medoids Clustering Algorithm | K-Medoids Clustering Solved Example | K-Medoids by Mahesh Huddar11:46
- 2. K-Medoid Clustering Algorithm Solved Example | K-Medoids Clustering Algorithm by Mahesh Huddar09:05
- K-Medoid Clustering Algorithm | K-Medoids Clustering Algorithm | K-Medoids Clustering Mahesh Huddar08:31
- K Means++ Algorithm | K Means Clustering Algorithm Solved Example Machine Learning by Mahesh Huddar05:35
- Elbow Method | Silhouette Coefficient Method in K Means Clustering Solved Example by Mahesh Huddar09:45
- DIANA Clustering Algorithm | Divisive Analysis Hierarchical Clustering Algorithm by Mahesh Huddar08:27
- 1. DIANA Clustering - Divisive Analysis Hierarchical Clustering in ML Solved Example Mahesh Huddar10:26
- Bisecting K-Means Clustering Algorithm Solved Numerical Example in Machine Learning by Mahesh Huddar05:19
- Bisecting K Means Clustering Solved Example K Means Clustering in Machine Learning by Mahesh Huddar10:46
- BIRCH Solved Example Balanced Iterative Reducing and Clustering using Hierarchies by Mahesh Huddar16:09
- Find Output of Multilayer Perceptron using Logistic Threshold and ReLU functions by Mahesh Huddar09:17
- How to calculate Entropy and Purity of Confusion Matrix in Clustering Machine Learning Mahesh Huddar08:22
- Expectation-Maximization | EM | Algorithm Steps Uses Advantages and Disadvantages by Mahesh Huddar05:58
- Expectation Maximization | EM Algorithm Solved Example | Coin Flipping Problem | EM by Mahesh Huddar10:49
- Instance-based Learning Locally weighted Regression Knn advantages disadvantages - Dr. Mahesh Huddar08:12
- K nearest Neighbor Learning Algorithm Discrete Valued and Real-Valued Functions Dr. Mahesh Huddar13:59
- Distance Weighted K nearest Neighbor Learning Algorithm Discrete Valued and Real Valued Functions13:13
- 1. Solved Numerical Example of KNN Classifier to classify New Instance IRIS Example by Mahesh Huddar06:30
- 2. Solved Example KNN Classifier to classify New Instance Height and Weight Example by mahesh Huddar08:03
- 3. K nearest Neighbor Learning Algorithm Lazy Learner Solved Example Dr. Mahesh Huddar07:25
- Solved Example K Nearest Neighbors Algorithm Weighted KNN to classify New Instance by Mahesh Huddar06:11
- K Nearest Neighbors Algorithm to classify Diabetic Patient Sugar given BMI and Age Dr. Mahesh Huddar05:04
- How to use Similarity Measure to find the Nearest Neighbours and Classify the New Example KNN Solved06:55
- Nearest Centroid Classifier – Algorithm Solved Example Similarity based Classifier by Mahesh Huddar05:33
- 6. KNN Example | K Nearest Neighbour Algorithm Solved Example in Machine Learning by Mahesh Huddar07:18
- Part 1 - K Nearest Neighbor KNN Solved Example Cosine Similarity Manhattan Distance Mahesh Huddar08:42
- Part 2 - K Nearest Neighbor KNN Solved Example Cosine Similarity Manhattan Distance Mahesh Huddar06:59
- Locally Weighted Regression Algorithm Instance-based learning Machine Learning by Dr. Mahesh Huddar14:21
- Implementation of K Nearest Neighbor KNN Classification Algorithm | ML | Python Dr. Mahesh Huddar09:17
- Case-Based Reasoning | Case-Based Learning | Steps in CBR in ML | Machine Learning by Mahesh Huddar09:31
- Case Base Reasoning Solved Example | CBR Solved Numerical Example | Machine Learning Mahesh Huddar09:33
- Radial Basis Function Neural Network Solved Example | XOR Function Gaussian RBF by Mahesh Huddar09:02
- Radial Basis Function RBF | Gaussian RBF Multiquadratic RBF Artificial Neural Network Mahesh Huddar08:57
- Introduction to Reinforcement Learning | Scope of Reinforcement Learning by Mahesh Huddar08:56
- Difference between Reinforcement Learning, Supervised Learning & Unsupervised Learning Mahesh Huddar06:01
- Characteristics of RL | Challenges in RL | Applications of Reinforcement Learning by Mahesh Huddar08:49
- How does Reinforcement Learning Work | Environment and Agent in Reinforcement Learning Mahesh Huddar06:02
- How to use Bellman Equation Reinforcement Learning | Bellman Equation Machine Learning Mahesh Huddar10:25
- Q Learning Algorithm | Reinforcement learning | Machine Learning by Dr. Mahesh Huddar10:41
- #1. Q Learning Algorithm Solved Example | Reinforcement Learning | Machine Learning by Mahesh Huddar11:11
- How Support Vector Machine (SVM) Works Types of SVM Linear SVM Non-Linear SVM ML DL by Mahesh Huddar09:34
- How to draw a hyper plane in Support Vector Machine | Linear SVM – Solved Example by Mahesh Huddar08:27
- How to Select Best Hyperplane in SVM | Support Vector Machine in Machine Learning by Mahesh Huddar04:37
- SVM Algorithm | SVM | Support Vector Machine Algorithm Explained | Machine Learning by Mahesh Huddar08:01
- SVM algorithm | SVM classifier | Hyperplane Support Vector Machine | Machine Learning Mahesh Huddar12:19
- SVM algorithm Find Hyperplane Solved Numerical Example in Machine Learning by Mahesh Huddar11:37
- Linear SVM vs Non-Linear SVM algorithm SVM Classifier Support Vector Machine by Mahesh Huddar06:19
- What is Kernel Trick in Support Vector Machine | Kernel Trick in SVM Machine Learning Mahesh Huddar09:46
- Types of Kernel in SVM | Kernels in Support vector machine in Machne Learning by Mahesh Huddar06:43
- Why do we need kernel in SVM | kernel in Support Vector Machine in Machine Learning by Mahesh Huddar05:28
- Ensemble Learning Techniques Voting Bagging Boosting Random Forest Stacking in ML by Mahesh Huddar08:37
- Random Forest Ensemble Learning Algorithm | Random Forest Learning in Machine Learning Mahesh Huddar09:06
- Types of Regression Models | Simple Linear | Multiple | Polynomial | Logistic Regression Dr. Mahesh05:02
- Linear Regression Algorithm – Solved Numerical Example in Machine Learning by Mahesh Huddar05:30
- How to use Simple Linear Regression to Predict the Expenditure given Salary by Mahesh Huddar05:23
- Linear Regression Matrix Form | Solved Numerical Example using Matrix Method by Mahesh Huddar08:23
- Multiple Linear Regression Solved Numerical Example in Machine Learning Data Mining by Mahesh Huddar08:10
- Polynomial Regression Algorithm and Solved Numerical Example in Machine Learning by Mahesh Huddar09:34
- What are the Metrics used to Evaluate the performance of Regression Models in ML DM by Mahesh Huddar06:04
- Quadratic Polynomial Regression Model | Solved Example | Machine Learning by Dr. Mahesh Huddar05:37
- Simple Linear Regression Model – Solved Numerical Example by Dr. Mahesh Huddar07:12
- How to find the coefficient of correlation | Correlation between two variables by Mahesh Huddar06:30
- Logistic Regression Applications Advantages Linear Regression vs Logistic Regression Mahesh Huddar08:16
- Logistic Regression Algorithm in Machine Learning with Solved Numerical Example by Mahesh Huddar13:10
- 1. Logistic Regression | Logistic Regression Solved Numerical Example Machine Learning Mahesh Huddar08:02
- How to Build a Linear Mean Square Model | Multiple Regression |Machine Learning by Mahesh Huddar05:18
- Genetic Algorithm How Genetic Algorithm Works Evolutionary Algorithm Machine Learning Mahesh Huddar08:33
- Genetic Algorithm GA Solved Example Maximizing Value of Function in Machine Learning Mahesh Huddar13:39
- Genetic Algorithm Solved Example to Maximize the Value of Function Machine Learning by Mahesh Huddar11:22
- Genetic Algorithm to Solve Maximization Problem f(x) = x^3 in Machine Learning by Mahesh Huddar08:06
- Mutation Operators in Genetic Algorithm | Flip Bit | Swap | Scramble | Inversion in GA Mahesh Huddar06:51
- Encoding Techniques in Genetic Algorithm Binary Value Permutation Tree Encoding by Mahesh Huddar08:33
- #1.Binary Coded Crossover Operators Genetic Algorithm Example in Machine Learning by Mahesh Huddar11:06
- #2. Real Coded Crossover Operators Genetic Algorithm Example in machine learning by Mahesh Huddar05:17
- #3. Order Coded Crossover Operators Genetic Algorithm Example in machine learning by Mahesh Huddar07:10
- #1 Solved Example Apriori Algorithm to find Strong Association Rules Data Mining Machine Learning11:23
- #2 Solved Example Apriori Algorithm to find Strong Association Rules Data Mining Machine Learning12:02
- How to use Apriori Algorithm to find the Association Rules Mining Hot Dog Ketchup Coke Chips Mahesh11:56
- Dynamic Itemset Counting Solved Example Apriori Algorithm Association Rule Mining by Mahesh Huddar15:58
- FP Growth Algorithm in Data Mining Frequent Pattern Tree Frequent Pattern Rules by Dr. Mahesh Huddar13:31
- #1. ECLAT algorithm | Equivalence Class Clustering and bottom up Lattice Traversal by Mahesh Huddar10:46
- min-max normalization Z Score Normalization Data Mining Machine Learning Dr. Mahesh Huddar04:52
- TF IDF – Term Frequency – Inverse Document Frequency Text Classification by Dr. Mahesh Huddar06:32
- Implement Mall Customers Segmentation K Means Clustering Python Machine Learning Dr. Mahesh Huddar08:06
- Multiclass Classification One vs All (One vs Rest) One vs One Machine Learning by Dr. Mahesh Huddar10:05
- Label Encoding Convert Label to Numeric Values Python sklearn Machine Learning by Dr. Mahesh Huddar06:23
- One Hot Encoding and Dummy Encoding Machine Learning Python Pandas SkLearn by Dr. Mahesh Huddar08:44
- Confusion Matrix Solved Example Accuracy Precision Recall F1 Score Prevalence by Mahesh Huddar05:50
- Confusion Matrix for Multiclass Classification Precision Recall Weighted F1 Score by Mahesh Huddar08:22
- Construct Confusion Matrix Find Accuracy, Harmonic Mean, Precision, Recall & F1 Score Mahesh Huddar08:02
- Construct Confusion Matrix Compute Accuracy Precision Recall TPR TNR FNR FPR by Mahesh Huddar08:14
- How to find Calculate F1 Score for Multi-Class Classification Machine Learning by Dr. Mahesh Huddar10:13
- Compute Cohen Kappa Score | Kappa Statistic | Kappa Score Binary & Multiclass in ML by Mahesh Huddar08:03
- Cohen Kappa Coefficient | Kappa Score for Binary Classification in Machine Learning by Mahesh Huddar08:08
- Compute the hierarchical F-Score Precision Recall for the eight objects Clustering by Mahesh Huddar09:39
- #1. How to plot ROC Curve | Area Under Curve False Positive Rate vs True Positive Rate Mahesh Huddar05:01
- #2. How to plot ROC Curve | False Positive Rate |True Positive Rate in data mining by Mahesh Huddar06:25
- How to find Mean Median Mode Draw Box Plot Quartile Q1 Q2 Q3 & Inter Quartile Range by Mahesh Huddar07:07
- How to find Mean Median Standard Deviation Draw Box Plot using Quantile Range Q1 Q2 Q3 Mahesh Huddar08:23
- How to find Euclidean Manhattan Minkowski distance Supremum distance Cosine Similarity Mahesh Huddar06:16
- What Is Cosine Similarity Solved Example Geometric Interpretation and Apllications by Mahesh Huddar08:15
- K-Fold Cross Validation, Stratified K-Fold, Leave-one-out Leave-P-Out Cross Validation Mahesh Huddar09:14
- Data Smoothing Methods | Equal Frequency Bin | Bin Mean | Bin Boundary Data Mining by Mahesh Huddar05:20
- Min-Max Normalization | Z-Score by Mean Absolute Deviation | Decimal Scaling by Mahesh Huddar08:10
- Partitioning in Data Mining | Equal Width | Equal Frequency | Clustering Partitioning Mahesh Huddar08:05
- How to Compute Silhouette Coefficient – K Means Clustering in Machine Learning by Mahesh Huddar06:02
- How to find Cosine Similarity | Correlation Coefficient | Jaccard Index by Mahesh Huddar04:03
- Compute the correlation between the similarity matrix and ideal similarity matrix by Mahesh Huddar06:19
- Z-Score based Outlier or Anomaly detection and Removal in machine learning by Mahesh Huddar05:14
- Inter Quartile Range (IQR) based Outlier or anomaly detection in machine learning by Mahesh Huddar05:21
- Sentiment Analysis using Dictionaries SentiWordNet SentiWords and VADER by Dr Mahesh Huddar11:57
- Content-based Filtering | Machine Learning | Recomendar Recommendation System by Dr. Mahesh Huddar08:02
- Collaborative Filtering | Machine Learning | Recomendar Recommendation System by Dr. Mahesh Huddar05:54
- Simple Matching Coefficient SMC Jaccard Coefficient & Hamming Distance Solved Example Mahesh Huddar04:14
- Find Distance using Euclidean Manhattan Chebyshev Distance formula Solved Example by Mahesh Huddar03:49
- Find Best and Worst candidate rules using Rule accuracy Likelihood Ratio Statistic Laplace measure08:27
- Regularization Lasso vs Ridge vs Elastic Net Overfitting Underfitting Bias & Variance Mahesh Huddar09:45
- What Is Balanced And Imbalanced Dataset How to handle imbalanced datasets in ML DM by Mahesh Huddar09:09
- SMOT | How to Handle Imbalanced Data Set | Synthetic Minority Oversampling Technique Mahesh Huddar06:33
- Cluster Centroids Algorithm – Undersampling Imbalanced class distribution by Mahesh Huddar05:04
- Tomek links Algorithm – Undersampling to handle Imbalanced data in machine learning by Mahesh Huddar04:03
- NearMiss Algorithm – Undersampling to handle imbalanced class distribution by Mahesh Huddar06:02
- ReLU Leaky ReLU Parametric ReLU Activation Functions Solved Example Machine Learning Mahesh Huddar08:29
- Activation Functions | Binary Step Function | Linear & Non Linear Activation Functions Mahesh Huddar08:53
- SoftMax Activation Function in Neural Networks SoftMax function Solved example by Mahesh Huddar05:37
- Sigmoid and Tanh Activation Functions | Sigmoid vs Tanh functions in machine learning Mahesh Huddar05:40
- Dimensionality Reduction Importance and Types in Machine Learning by Mahesh Huddar06:33
- #6. Bayesian Belief Network | BBN | Heart Disease Problem | BBN Solved Example by Mahesh Huddar10:00
- Implement Handwritten digit classification using Keras TensorFlow in Google Colab by Mahesh Huddar08:33
- 2. Hill Cipher Solved Example 3x3 Key Matrix | Hill Cipher Encryption and Decryption Mahesh Huddar11:42
- 1. Hill Cipher Solved Example 2x2 Key Matrix | Hill Cipher Encryption and Decryption Mahesh Huddar12:33
- Playfair Cipher Solved Example for Encryption and Decryption in Cryptography CNS by Mahesh Huddar10:22
- Shannon Fano Coding | Image Compression | Huffman Coding | Digital Image Processing by Mahesh Huddar08:03
- Part 2: Plant Leaf Disease Prediction Streamlit Application Machine Learning CNN by Mahesh Huddar08:08
- Credit Card Fraud Detection Using Machine Learning Final Year Project by Mahesh Huddar08:01
- Gesture and Voice Control Based Virtual Mouse Project in Machine Learning by Mahesh Huddar10:09
- YouTube Silver Button Celebration on Passing 1,00,000 Subscribers Mahesh Huddar00:30
- Multiplicative Congruential Method to Generate a Sequence of Random Numbers by Vidya Mahesh Huddar04:52
- Calculate Recall, Precision, and F Score Information Retrieval Machine Learning Vidya Mahesh Huddar02:22
- Boolean Space Model – Solved Example Information Retrieval Machine Learning by Vidya Mahesh Huddar04:52
- Average Filter Solved Example using Zero Padding and Pixel Replication in DIP by Vidya Mahesh Huddar08:30
- Median Filter Solved Numerical Example in Digital Image Processing by Vidya Mahesh Huddar03:35
- Disease Prediction from Symptoms with Flask App using DeeLearning by Vidya Mahesh Huddar10:40
- End-to-End Malaria Disease Detection System using Deep Learning with Flask App | Vidya Mahesh Huddar08:13
- Heart Attack Risk Prediction Final Year Project with Flask App Machine Learning Vidya Mahesh Huddar06:42
- Construct a Confusion Matrix | Compute accuracy, precision, recall & sensitivity Vidya Mahesh Huddar04:38
- Binning Data Mining | Equal Frequency Width Partitioning | Smoothing by Bins by Vidya Mahesh Huddar09:11
- AI-Driven Sugarcane Leaf Disease Detection with Flask App using Machine Learning Vidya Mahesh Huddar12:40
- 4. ID3 Decion Tree | Decision Tree Learning | ID3 Solved Example | ID3 Algorithm Vidya Mahesh Huddar12:15
- #1. Wards Clustering Linkage Clustering Hierarchical Clustering Solved Example Vidya Mahesh Huddar09:37
- 26. Self Organizing Maps | KSOM | Kohonen Self-Organizing Maps Solved Example by Vidya Mahesh Huddar06:34
- #2. ECLAT algorithm Equivalence Class Clustering and bottom up Lattice Traversal Vidya Mahesh Huddar09:55
- 2. Flajolet Martin Algorithm Example | FM Solved Example | Big Data Analytics by Vidya Mahesh Huddar03:32
- 2. Multivariate Logistic Regression | Logistic Regression Solved Example ML by vidya Mahesh Huddar08:07
- Back Propagation Algorithm Solved Example in Artificial Intelligence by Vidya Mahesh Huddar08:13
- #3. DBSCAN Clustering Core Points Outliers Points Boudary Points Solved Example Vidya Mahesh Huddar08:24
- 11. Naïve Bayesian Classification Numerical Solved Example in Machine Learning by Mahesh Huddar08:26
- 13.1 Cartesian Product, Max–Min & Max–Product Composition in Fuzzy Relations by Vidya Mahesh Huddar11:45
- Bag of Words (BoW) Model in NLP | Frequency BoW & Binary BoW Solved Example by Vidya Mahesh Huddar06:26
- Compute the 2-D Discrete Cosine Transform (DCT) Solved Example Image Processing Vidya Mahesh Huddar08:18
- Average Linkage Hierarchical Clustering Agglomerative Clustering Solved Example Vidya Mahesh Huddar08:11
- Sampling Techniques in Data Mining | SRSWOR, SRSWR, Cluster, Stratified Sampling Vidya Mahesh Huddar04:57
- How to calculate Term Frequency Inverse Document Frequency TF-IDF in Data Mining by Mahesh Huddar03:28
- 7 KNN | K Nearest Neighbour Algorithm | Manhattan City Block Distance Example by Vidya Mahesh Huddar04:06
- Find Page Rank Hub Score and Authority Score of Web Graph Web Mining by Vidya Mahesh Huddar11:35
- Find Communities using Girvan Newman Algorithm Solved Example – 1 Vidya Mahesh Huddar10:25
- Multiclass SVM | Multiclass Support Vector Machines | Multiclass Classification Vidya Mahesh Huddar08:01
- Bayes Optimal Classifier Problem Solved Step by Step Machine Learning by Vidya Mahesh Huddar03:52
- #3. Decision Tree Using Gini Index | Gini Index | CART in Machine Learning by Vidya Mahesh Huddar08:20
- Steady State Probabilities in Markov Chain Solved Example Hidden Markov Models Vidya Mahesh Huddar04:16
- #4. Decision Tree Using Gini Index | Regression Tree in Machine Learning by Vidya Mahesh Huddar11:17
- 3. Construct the ROC curve and Compute the AUC Area under Curve for the data by Vidya Mahesh Huddar08:12
- #6. Apply Candidate Elimination Algorithm Solved example in Machine Learning by Vidya Mahesh Huddar08:06
- Bining Equal Frequency Binning by Mean Median & Boundary in Machine Learning by Vidya Mahesh Huddar05:01
- Find Mean Median Mode Range Standard Deviation & Variance in Machine Learning by Vidya Mahesh Huddar05:36
