Analytics Pathshala - Data Science, Machine Learning & Deep Learning

Implementation of Kernel Principal Component Analysis in Python and R https://github.com/Santosh-Sah/Kernel_Principal_Component_Analysis https://github.com/Santosh-Sah/Kernel_Principal_Component_Analysis_R

Implementation of Principal Component Analysis (PCA) in Python and R https://github.com/Santosh-Sah/Principal_Component_Analysis https://github.com/Santosh-Sah/Principal_Component_Analysis_R

Implementation of Auto Encoder in Python https://github.com/Santosh-Sah/Auto_Encoder

Implementation of Boltzmann_Machine in Python https://github.com/Santosh-Sah/Boltzmann_Machine

Implementation of Self Organizing Map in Python https://github.com/Santosh-Sah/Self_Organizing_Map

Implementation of Recurrent Neural Network (RNN) in Python https://github.com/Santosh-Sah/Recurrent_Neural_Network

Implementation of Convolutional Neural Networks (CNN) in Python https://github.com/Santosh-Sah/Convolutional_Neural_Network

Implementation of Artificial Neural Networks (ANN) in Python and R https://github.com/Santosh-Sah/Artificial_Neural_Network https://github.com/Santosh-Sah/Artificial_Neural_Network_R

Implementation of Natural Language Processing (NLP) TF-IDF in Python https://github.com/Santosh-Sah/Natural_Language_Processing_TF_IDF

Implementation of Natural Language Processing (NLP) Bag Of Words in Python https://github.com/Santosh-Sah/Natural_Language_Processing_Bag_Of_Words

Implementation of Thompson Sampling in Python and R https://github.com/Santosh-Sah/Thompson_Sampling https://github.com/Santosh-Sah/Thompson_Sampling_R

Implementation of Upper Confidence Bound (UCB) in Python and R https://github.com/Santosh-Sah/Upper_Confidence_Bound https://github.com/Santosh-Sah/Upper_Confidence_Bound_R

Implementation of Association Rule Learning Eclat in R https://github.com/Santosh-Sah/Association_Rule_Mining_Eclat_R

Implementation of Association Rule Learning Apriori in Python and R https://github.com/Santosh-Sah/Association_Rule_Mining_Apriori https://github.com/Santosh-Sah/Association_Rule_Mining_Apriori_R

Implementation of Hierarchical Clustering in Python and R https://github.com/Santosh-Sah/Hierarchial_Clustering https://github.com/Santosh-Sah/Hierarchial_Clustering_R

Implementation of K-Means Clustering in Python and R https://github.com/Santosh-Sah/K_Means_Clustering https://github.com/Santosh-Sah/K_Means_Clustering_R

Implementation of Random Forest Classification in Python and R https://github.com/Santosh-Sah/Random_Forest_Classification https://github.com/Santosh-Sah/Random_Forest_Classification_R

Implementation of Decision Tree Classification in Python and R https://github.com/Santosh-Sah/Decision_Tree_Classification https://github.com/Santosh-Sah/Decision_Tree_Classification_R

Implementation of Naive Bayes in Python and R https://github.com/Santosh-Sah/Naive_Bayes_Classification https://github.com/Santosh-Sah/Naive_Byes_Classification_R

Implementation of Kernel Support Vector Machine (SVM) in Python and R https://github.com/Santosh-Sah/Kernel_Support_Vector_Machine https://github.com/Santosh-Sah/Kernel_Support_Vector_Machine_R

Implementation of Support Vector Machine (SVM) in Python and R https://github.com/Santosh-Sah/Support_Vector_Machine https://github.com/Santosh-Sah/Support_Vector_Machine_R

Implementation of K-Nearest Neighbors (K-NN) in Python and R https://github.com/Santosh-Sah/K_Nearest_Neighbors_Classification https://github.com/Santosh-Sah/K_Nearest_Neighbors_Classification_R

Implementation of Random Forest Regression in Python and R https://github.com/Santosh-Sah/Random_Forest_Regression https://github.com/Santosh-Sah/Random_Forest_Regression_R

Implementation of Decision Tree Regression in Python and R https://github.com/Santosh-Sah/Decision_Tree_Regression https://github.com/Santosh-Sah/Decision_Tree_Regression_R

Implementation of Support Vector Regression (SVR) in Python and R https://github.com/Santosh-Sah/Support_Vector_Regression https://github.com/Santosh-Sah/Support_Vector_Regression_R

Implementation of Logistic Regression in Python and R https://github.com/Santosh-Sah/Logistic_Regression https://github.com/Santosh-Sah/Logistic_Regression_R

Implementation of Polynomial Regression in Python and R https://github.com/Santosh-Sah/Polynomial_Regression https://github.com/Santosh-Sah/Polynomial_Regression_R

Implementation of Multiple Linear Regression in Python and R https://github.com/Santosh-Sah/Multiple_Linear_Regression https://github.com/Santosh-Sah/Multiple_Linear_Regression_R

Implementation of Linear Regression in Python and R https://github.com/Santosh-Sah/Simple_Linear_Regression https://github.com/Santosh-Sah/Simple_Linear_Regression_R