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Bias-Variance Trade-Off Explained in Hindi l Machine Learning Course
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Classroom Contents
Machine Learning
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- 1 Introduction To Machine Learning ll Machine Learning Course Explained With RealLife Examples (Hindi)
- 2 Classic Machine And Adaptive Machine ll Machine Learning Course Explained in Hindi
- 3 Basics Of Training And Testing Phase ll Machine Learning Course Explained in Hindi
- 4 Overfitting and Underfitting Explained with Examples in Hindi ll Machine Learning Course
- 5 Feature Selection Techniques Explained with Examples in Hindi ll Machine Learning Course
- 6 MultiClass Classification Approaches ll One Vs All and One Vs One Classification Explained in Hindi
- 7 Basics Of Principal Component Analysis Explained in Hindi ll Machine Learning Course
- 8 Principal Component Analysis(PCA) Part-2 Explained with Solved Example in Hindi l Machine Learning
- 9 Principal Component Analysis Part-3 Explained with Solved Explained in Hindi l Machine Learning
- 10 Regression Analysis l Dependent And Independent Variables (HINDI)
- 11 Linear Regression And Logistic Regression Explained in HINDI
- 12 Confusion Matrix ll Accuracy,Error Rate,Precision,Recall Explained with Solved Example in Hindi
- 13 Curse Of Dimensionality Explained with Examples in Hindi ll Machine Learning Course
- 14 Managing Missing Features Explained with Examples in Hindi ll Machine Learning Course
- 15 Managing Categorial Data Explained with Examples in Hindi ll Machine Learning Course
- 16 Linear Regression Explained in Hindi ll Machine Learning Course
- 17 Logistic Regression Explained in Hindi
- 18 Polynomial Regression Explained in Hindi ll Machine Learning Course
- 19 Ridge Regression Explained in Hindi ll Machine Learning Course
- 20 Lasso Regression Explained in Hindi ll Machine Learning Course
- 21 Elastic Net Regression Explained in Hindi ll Machine Learning Course
- 22 Conditional Probability Explained with Solved Example and Sample Space in Hindi
- 23 Bayes Theorem Explained with Solved Example in Hindi ll Machine Learning Course
- 24 Naive Bayes Classifier ll Data Mining And Warehousing Explained with Solved Example in Hindi
- 25 Back Propagation Algorithm /Back Propagation Of Error (Part-1)Explained With Solved Example in Hindi
- 26 Back Propagation Algorithm (Part-2) Explained with Solved Example in Hindi
- 27 Back Propagation Algorithm (Part-3) Explained With Solved Example in Hindi
- 28 Back Propagation Algorithm (Part-4) Explained with Solved Example in Hindi
- 29 Naive Bayes Variants : Bernoulli Naive Bayes l Bernoulli Distribution Explained in Hindi
- 30 Naive Bayes Variants : Multinomial Naive Bayes l Multinomial Distribution Explained in Hindi
- 31 Naive Bayes Variants : Gaussian Naive Bayes Explained in Hindi
- 32 Support Vector Machine (SVM) Part-1 ll Machine Learning Course Explained in Hindi
- 33 Support Vector Machine (SVM) Part-2 ll Machine Learning Course Explained in Hindi
- 34 Non-Linear Support Vector Machine (SVM) And Kernel Function ll Machine Learning Course in Hindi
- 35 Decision Tree Algorithm Part-1 Explained With Example ll DMW ll ML Easiest Explanation Ever in Hindi
- 36 Decision Tree Algorithm Part-2 ll Constructing of Decision Tree ll ML ll DMW Explained in Hindi
- 37 Ensemble Learning l Machine Learning Course Easiest Explanation Ever in Hindi
- 38 Ensemble Method : Bagging (Bootstrap Aggregation) l Machine Learning Course in Hindi
- 39 Ensemble Method : Boosting ll Machine Learning Course Explained in Hindi
- 40 Voting Classifier : Hard Voting and Soft Voting Explained with Examples in Hindi ll Machine Learning
- 41 Random Forest Step-Wise Explanation ll Machine Learning Course Explained in Hindi
- 42 DBSCAN (Density Based Spatial Clustering Of Applications with Noise) ll Machine Learning (Hindi)
- 43 K means Clustering Algorithm Explained With an Example Easiest And Quickest Way Ever In Hindi
- 44 Hierarchical Clustering : Agglomerative Clustering and Divisive Clustering Explained in Hindi
- 45 Agglomerative Clustering (Single Linkage) Part-1 Explained with Solved Example in Hindi
- 46 Agglomerative Clustering (Single Linkage) Part-2 Explained with Solved Example in Hindi
- 47 Agglomerative Clustering (Complete Linkage) Explained with Solved Example in Hindi
- 48 Recommendation System : Content Based Recommendation and Collaborative Filtering Explained in Hindi
- 49 Data in Machine Learning Explained in Hindi
- 50 How Much Data Do I Need in Machine learning Explained in Hindi
- 51 Bias and Variance Explained in Hindi l Machine Learning Course
- 52 Bias-Variance Trade-Off Explained in Hindi l Machine Learning Course
- 53 Linear Regression Solved Numerical Part-1 Explained in Hindi l Machine Learning Course
- 54 Linear Regression Solved Numerical Part-2 Explained in Hindi l Machine Learning Course
- 55 Recurrent Neural Network (RNN) Part-1 Explained in Hindi
- 56 Recurrent Neural Network (RNN) Part-2 Explained in Hindi
- 57 Loading Data Using Pandas Explained in Hindi l Machine Learning Course
- 58 Understanding Data Using Statistics Explained in Hindi l Machine Learning Course
- 59 Visualization of Data Using Matplotlib Part-1 Explained in Hindi l Machine Learning Course
- 60 Visualization of Data Using Matplotlib Part-2 Explained in Hindi l Machine Learning Course
- 61 Data Preprocessing Techniques : Normalization Explained with Python in Hindi l Machine Learning
- 62 Data Preprocessing Techniques : Standardization Explained with Python in Hindi l Machine Learning
- 63 Data Preprocessing Techniques : Binarization Explained with Python in Hindi l Machine Learning
- 64 Training and Testing data Explained in Hindi with Python in Hindi l Machine Learning Course
- 65 Linear Regression Single Variable Explained with Python in Hindi l Machine Learning Course
- 66 Linear Regression Multiple Variables Explained with Python in Hindi l Machine Learning Course
- 67 Logistic Regression Explained with Python in Hindi l Machine Learning Course
- 68 K Means Clustering Implementation with Python Part-1 Explained in Hindi l Machine Learning Course
- 69 K Means Clustering Implementation with Python Part-2 Explained in Hindi l Machine Learning Course