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Scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

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Association Rule Learning
Association Rule Learning
 
 
Classification
Classification
 
 
Clustering
Clustering
 
 
Data Preprocessing/Section 2 -------------------- Part 1 - Data Preprocessing --------------------
Data Preprocessing/Section 2 -------------------- Part 1 - Data Preprocessing --------------------
 
 
Deep Learning
Deep Learning
 
 
Dimensionality Reduction
Dimensionality Reduction
 
 
Model Selection _ Boosting
Model Selection _ Boosting
 
 
Natural Language Processing/Section 36 - Natural Language Processing
Natural Language Processing/Section 36 - Natural Language Processing
 
 
Regression
Regression
 
 
Reinforcement Learning
Reinforcement Learning
 
 
Classification_logistic_Regression.ipynb
Classification_logistic_Regression.ipynb
 
 
Data_Preprocessing_Tools.ipynb
Data_Preprocessing_Tools.ipynb
 
 
Data_preprocessing_template.ipynb
Data_preprocessing_template.ipynb
 
 
Decision_Tree_Classification.ipynb
Decision_Tree_Classification.ipynb
 
 
Decision_Tree_Regression.ipynb
Decision_Tree_Regression.ipynb
 
 
Eclat.ipynb
Eclat.ipynb
 
 
K_Nearest_Neighbors_(K_NN).ipynb
K_Nearest_Neighbors_(K_NN).ipynb
 
 
K_means_clustering.ipynb
K_means_clustering.ipynb
 
 
Kernel_SVM.ipynb
Kernel_SVM.ipynb
 
 
Machine_Learning_A_Z_Q_A.pdf
Machine_Learning_A_Z_Q_A.pdf
 
 
Multiple_Linear_Regression_.ipynb
Multiple_Linear_Regression_.ipynb
 
 
Naive_Bayes.ipynb
Naive_Bayes.ipynb
 
 
Polynomial_Regression.ipynb
Polynomial_Regression.ipynb
 
 
README.md
README.md
 
 
Random_Forest_Classification.ipynb
Random_Forest_Classification.ipynb
 
 
Random_Forest_Regression_.ipynb
Random_Forest_Regression_.ipynb
 
 
SVM.ipynb
SVM.ipynb
 
 
Simple_linear_Regression.ipynb
Simple_linear_Regression.ipynb
 
 
Support_Vector_Regression.ipynb
Support_Vector_Regression.ipynb
 
 
apriori.ipynb
apriori.ipynb
 
 
hierachical_clustering.ipynb
hierachical_clustering.ipynb
 
 

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Machine-Learning-in-data-Scienc

Scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

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Scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions

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