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Business Analystics & Data Mining Modelling Using R

Business Analystics & Data Mining Modelling Using R

Lecture 1 INTRODUCTION
Lecture 2 DATA MINING PROCESS
Lecture 3 INTRODUCTION TO R
Lecture 4 BASIC STATISTICS
Lecture 5 BASIC STATISTICS PART-2
Lecture 6 PARTITIONING PROCESS
Lecture 7 VISUALIZATION TECHNIQUES
Lecture 8 VISUALIZATION TECHNIQUES PART-2
Lecture 9 VISUALIZATION TECHNIQUES PART-3
Lecture 10 VISUALIZATION TECHNIQUES PART-4
Lecture 11 VISUALIZATION TECHNIQUES PART-5
Lecture 12 VISUALIZATION TECHNIQUES PART-6
Lecture 13 DIMENSION REDUCTION TECHNIQUES
Lecture 14 DIMENSION REDUCTION TECHNIQUES PART-2
Lecture 15 DIMENSION REDUCTION TECHNIQUES PART-3
Lecture 16 PERFORMANCE METRICS
Lecture 17 PERFORMANCE METRICS PART-2
Lecture 18 PERFORMANCE METRICS PART-3
Lecture 19 PERFORMANCE METRICS PART-4
Lecture 20 PERFORMANCE METRICS PART-5
Lecture 21 PREDICTION PERFORMANCE
Lecture 22 MULTIPLE LINEAR REGRESSION
Lecture 23 MULTIPLE LINEAR REGRESSION
Lecture 24 MULTIPLE LINEAR REGRESSION
Lecture 25 MULTIPLE LINEAR REGRESSION
Lecture 26 MULTIPLE LINEAR REGRESSION
Lecture 27 MULTIPLE LINEAR REGRESSION
Lecture 28 MACHINE LEARNING TECHNIQUE K- NN
Lecture 29 MACHINE LEARNING TECHNIQUE K- NN
Lecture 30 MACHINE LEARNING TECHNIQUE K- NN
Lecture 31 NAIVE BAYES
Lecture 32 NAIVE BAYES PART-2
Lecture 33 NAIVE BAYES PART-3
Lecture 34 NAIVE BAYES PART-4
Lecture 35 NAIVE BAYES PART-5
Lecture 36 CLASSIFICATION AND REGRESSION TREES
Lecture 37 CLASSIFICATION AND REGRESSION TREES
Lecture 38 CLASSIFICATION AND REGRESSION TREES
Lecture 39 CLASSIFICATION AND REGRESSION TREES
Lecture 40 CLASSIFICATION AND REGRESSION TREES
Lecture 41 CLASSIFICATION AND REGRESSION TREES
Lecture 42 PRUNING PROCESS
Lecture 43 PRUNING PROCESS PART-2
Lecture 44 PRUNING PROCESS PART-3
Lecture 45 REGRESSION TREES
Lecture 46 LOGISTIC REGRESSION
Lecture 47 LOGISTIC REGRESSION PART-2
Lecture 48 LOGISTIC REGRESSION PART-3
Lecture 49 LOGISTIC REGRESSION PART-4
Lecture 50 LOGISTIC REGRESSION PART-5
Lecture 51 LOGISTIC REGRESSION PART-6
Lecture 52 LOGISTIC REGRESSION PART-7
Lecture 53 ARTIFICIAL NEURAL NETWORKS
Lecture 54 ARTIFICIAL NEURAL NETWORK PART-2
Lecture 55 ARTIFICIAL NEURAL NETWORK PART-3
Lecture 56 ARTIFICIAL NEURAL NETWORK PART-4
Lecture 57 ARTIFICIAL NEURAL NETWORK PART-5
Lecture 58 ARTIFICIAL NEURAL NETWORK PART-6
Lecture 59 DISCRIMINANT ANALYSIS
Lecture 60 DISCRIMINANT ANALYSIS PART-2
Understanding Time Series- Part I
Understanding Time Series- Part II
Understanding Time Series- Part III
Understanding Time Series- Part IV
Time Series Forecasting- Smoothing Methods Part I
Time Series Forecasting - Smoothing Methods Part II
Regression Based Forecasting Methods-Part I
Regression Based Forecasting Methods- Part II
Regression Based Forecasting Methods- Part III
Cluster Analysis- Part I
Cluster Analysis- Part II
Cluster Analysis- Part III
Cluster Analysis- Part IV
Cluster Analysis- Part V
Cluster Analysis- Part VI
Cluster Analysis- Part VII
Association Rules- Part I
Association Rules- Part II
Association Rules- Part III
Association Rules- Part IV

Business Analystics & Data Mining Modelling Using R

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