MachineLearningBasics

This repository contains all the basics of Machine learning algorithm i have learnt over the years

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Name		Name	Last commit message	Last commit date
Latest commit History 70 Commits
10_Bubble_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		10_Bubble_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
11_Quick_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		11_Quick_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
12_Insertion_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		12_Insertion_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
13_Merge_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		13_Merge_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
14_Shell_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		14_Shell_Sort_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
15_Selection_Sort_in_python_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		15_Selection_Sort_in_python_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
16_Recursion_Python\|_Data_Structures_&_Algorithms_Tutorial_Python.ipynb		16_Recursion_Python\|_Data_Structures_&_Algorithms_Tutorial_Python.ipynb
1_Data_Structures_&_Algorithms_Tutorial_in_Python_Arrays.ipynb		1_Data_Structures_&_Algorithms_Tutorial_in_Python_Arrays.ipynb
2_Linked_List_Data_Structures_&_Algorithms_Tutorials_in_Python_4.ipynb		2_Linked_List_Data_Structures_&_Algorithms_Tutorials_in_Python_4.ipynb
3_Hashtable_Data_Structures_&_Algorithms_Tutorials_in_Python_4.ipynb		3_Hashtable_Data_Structures_&_Algorithms_Tutorials_in_Python_4.ipynb
4_Stack_Data_Structures_&_Algorithms_Tutorials_in_Python_5.ipynb		4_Stack_Data_Structures_&_Algorithms_Tutorials_in_Python_5.ipynb
5_Queue_Data_Structures_&_Algorithms_Tutorials_In_Python_5.ipynb		5_Queue_Data_Structures_&_Algorithms_Tutorials_In_Python_5.ipynb
6_Tree_Data_Structures_&_Algorithms_Tutorials_In_Python_6.ipynb		6_Tree_Data_Structures_&_Algorithms_Tutorials_In_Python_6.ipynb
7_Binary_Tree_\|_BST_\|_Binary_Search_Tree_Data_Structures_n_Algorithms_ipynb.ipynb		7_Binary_Tree_\|_BST_\|_Binary_Search_Tree_Data_Structures_n_Algorithms_ipynb.ipynb
8_Graph_Introduction_Data_Structures_&_Algorithms_Tutorials_In_Python.ipynb		8_Graph_Introduction_Data_Structures_&_Algorithms_Tutorials_In_Python.ipynb
9_Binary_Search_Data_Structures_&_Algorithms_Tutorial_Python_.ipynb		9_Binary_Search_Data_Structures_&_Algorithms_Tutorial_Python_.ipynb
Common_Factor_Analysis.ipynb		Common_Factor_Analysis.ipynb
Cross_Validation_K_Fold.ipynb		Cross_Validation_K_Fold.ipynb
Cross_Validation_K_Fold_IRIS_Excercise.ipynb		Cross_Validation_K_Fold_IRIS_Excercise.ipynb
DecisionTree_Exercise_Titanic.ipynb		DecisionTree_Exercise_Titanic.ipynb
DecisionTrees.ipynb		DecisionTrees.ipynb
Distances.ipynb		Distances.ipynb
HyperParameter_Tuning_Digits_Dataset.ipynb		HyperParameter_Tuning_Digits_Dataset.ipynb
Hyperparameter_Tuning_Grid_Search_IRIS.ipynb		Hyperparameter_Tuning_Grid_Search_IRIS.ipynb
IMS_Demo_1_PCA.ipynb		IMS_Demo_1_PCA.ipynb
KMeans_Clustering_Exercise_IRIS.ipynb		KMeans_Clustering_Exercise_IRIS.ipynb
KNN_Algorithm.ipynb		KNN_Algorithm.ipynb
K_Means_Clustering.ipynb		K_Means_Clustering.ipynb
L1_and_L2_Regularization_\|_Lasso,_Ridge_Regression.ipynb		L1_and_L2_Regularization_\|_Lasso,_Ridge_Regression.ipynb
Linear_&_Non_Linear_Support_Vector_Machines.ipynb		Linear_&_Non_Linear_Support_Vector_Machines.ipynb
LogisticsRegression_HRAnalytics.ipynb		LogisticsRegression_HRAnalytics.ipynb
Logistics_Regression.ipynb		Logistics_Regression.ipynb
Logistics_RegressionMulticlassClassificationExerciseIRIS.ipynb		Logistics_RegressionMulticlassClassificationExerciseIRIS.ipynb
Logistics_Regression_Multiclass_Classification.ipynb		Logistics_Regression_Multiclass_Classification.ipynb
Naive_Bayes_theorem_Wine_Dataset.ipynb		Naive_Bayes_theorem_Wine_Dataset.ipynb
Naive_bayes_theorem_Spam_Emails.ipynb		Naive_bayes_theorem_Spam_Emails.ipynb
Naive_bayes_theorem_Titanic_Dataset.ipynb		Naive_bayes_theorem_Titanic_Dataset.ipynb
Outlier_Removal_using_Z_score_&_Std_Deviation.ipynb		Outlier_Removal_using_Z_score_&_Std_Deviation.ipynb
Outlier_Removal_using_Z_score_&_Std_Deviation_Excercise_BHP.ipynb		Outlier_Removal_using_Z_score_&_Std_Deviation_Excercise_BHP.ipynb
Outlier_detection_and_removal_using_IQR.ipynb		Outlier_detection_and_removal_using_IQR.ipynb
Outlier_detection_and_removal_using_IQR_Exercise.ipynb		Outlier_detection_and_removal_using_IQR_Exercise.ipynb
README.md		README.md
RandomForest.ipynb		RandomForest.ipynb
RandomForest_Exercise_IRIS.ipynb		RandomForest_Exercise_IRIS.ipynb
Support_Vector_Machine_Classification.ipynb		Support_Vector_Machine_Classification.ipynb
Support_Vector_Machine_Exercise_Digits_Dataset.ipynb		Support_Vector_Machine_Exercise_Digits_Dataset.ipynb
XGBoost_Regression_Model_in_Detail.ipynb		XGBoost_Regression_Model_in_Detail.ipynb
t_distributed_stochastic_neighbor_embedding_.ipynb		t_distributed_stochastic_neighbor_embedding_.ipynb

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