GitHub - RazyAnas/MachineLearning · GitHub

Name		Name	Last commit message	Last commit date
01_Getting_&_Knowing_Your_Data		01_Getting_&_Knowing_Your_Data
02_Filtering_&_Sorting		02_Filtering_&_Sorting
03_Grouping		03_Grouping
04_Apply		04_Apply
05_Merge/Auto_MPG		05_Merge/Auto_MPG
06_Stats/US_Baby_Names		06_Stats/US_Baby_Names
07_Visualization		07_Visualization
numpy_exercise		numpy_exercise
100Days_AIML.ipynb		100Days_AIML.ipynb
100Days_AIML_Tensors.ipynb		100Days_AIML_Tensors.ipynb
Accuracy_Confusion_Matrix.ipynb		Accuracy_Confusion_Matrix.ipynb
Batch_Gradient_Descent.ipynb		Batch_Gradient_Descent.ipynb
Bias_Variance_Tradeoff.ipynb		Bias_Variance_Tradeoff.ipynb
Binning_and_Binarization.ipynb		Binning_and_Binarization.ipynb
Column_Transformer.ipynb		Column_Transformer.ipynb
Curse_of_Dimensionality.ipynb		Curse_of_Dimensionality.ipynb
Data_Gathering_CSV.ipynb		Data_Gathering_CSV.ipynb
Derivative_of_Sigmoid_Function.ipynb		Derivative_of_Sigmoid_Function.ipynb
EDA_using_univariant_analysis.ipynb		EDA_using_univariant_analysis.ipynb
ElasticNet_Regression.ipynb		ElasticNet_Regression.ipynb
Feature-scaling-standardization.ipynb		Feature-scaling-standardization.ipynb
Feature_Construction_Feature_Splitting.ipynb		Feature_Construction_Feature_Splitting.ipynb
Feature_Eng_Mixed_Data.ipynb		Feature_Eng_Mixed_Data.ipynb
Feature_eng_Date_and_Time.ipynb		Feature_eng_Date_and_Time.ipynb
Feature_engineering.ipynb		Feature_engineering.ipynb
Feature_scaling_normalization.ipynb		Feature_scaling_normalization.ipynb
Fetching_data_from_API.ipynb		Fetching_data_from_API.ipynb
Function_Transformers.ipynb		Function_Transformers.ipynb
Gradient_Descent_From_Scratch.ipynb		Gradient_Descent_From_Scratch.ipynb
Handling_Missing_Data.ipynb		Handling_Missing_Data.ipynb
Handling_Missing_Numerical_Data.ipynb		Handling_Missing_Numerical_Data.ipynb
Handling_missing_data_categorical.ipynb		Handling_missing_data_categorical.ipynb
IQR_Method_Outlier.ipynb		IQR_Method_Outlier.ipynb
Lasso_Regression_Intuition_Code.ipynb		Lasso_Regression_Intuition_Code.ipynb
Lasso_Regression_Sparsity.ipynb		Lasso_Regression_Sparsity.ipynb
Linear_Regression_Assumptions.ipynb		Linear_Regression_Assumptions.ipynb
Linear_Regression_intuition.ipynb		Linear_Regression_intuition.ipynb
Logistic_Regression_Loss_Function_Maximum_Likelihood_binary_cross_entropy_part4.ipynb		Logistic_Regression_Loss_Function_Maximum_Likelihood_binary_cross_entropy_part4.ipynb
Logistic_Regression_Part1.ipynb		Logistic_Regression_Part1.ipynb
Logistic_Regression_Part2_Perceptron_Code.ipynb		Logistic_Regression_Part2_Perceptron_Code.ipynb
Logistic_Regression_Part5_Gradient_descent_and_code.ipynb		Logistic_Regression_Part5_Gradient_descent_and_code.ipynb
Logistic_Regression_Sigmoid_Function_part_3.ipynb		Logistic_Regression_Sigmoid_Function_part_3.ipynb
ML_Pipelines.ipynb		ML_Pipelines.ipynb
Mathematics_AIML.ipynb		Mathematics_AIML.ipynb
Matplotlib.ipynb		Matplotlib.ipynb
Mini_Batch_Gradient_Descent.ipynb		Mini_Batch_Gradient_Descent.ipynb
Missing_Indicator_Random_Sample_Imputation.ipynb		Missing_Indicator_Random_Sample_Imputation.ipynb
Multiple_Linear_Regression_Intuition.ipynb		Multiple_Linear_Regression_Intuition.ipynb
Multiple_Linear_Regression_Maths.ipynb		Multiple_Linear_Regression_Maths.ipynb
Multivariant_Bivariant_analysis.ipynb		Multivariant_Bivariant_analysis.ipynb
Multivariant_Imputation_KNN.ipynb		Multivariant_Imputation_KNN.ipynb
Multivariate_Imputation_MICE.ipynb		Multivariate_Imputation_MICE.ipynb
Numpy.ipynb		Numpy.ipynb
One_Hot_Encoding.ipynb		One_Hot_Encoding.ipynb
Ordinal_encoding.ipynb		Ordinal_encoding.ipynb
Outlier_Detection_Percentile_Method.ipynb		Outlier_Detection_Percentile_Method.ipynb
Outliers.ipynb		Outliers.ipynb
PCA_Code_MNIST.ipynb		PCA_Code_MNIST.ipynb
Pandas.ipynb		Pandas.ipynb
Polynomial_Linear_Regression.ipynb		Polynomial_Linear_Regression.ipynb
Power_Transformer.ipynb		Power_Transformer.ipynb
Practice_Encodings.ipynb		Practice_Encodings.ipynb
Principle_Component_Analysis_PCA.ipynb		Principle_Component_Analysis_PCA.ipynb
Regression_Metrics.ipynb		Regression_Metrics.ipynb
Ridge_Regression_Gradient_Descent.ipynb		Ridge_Regression_Gradient_Descent.ipynb
Ridge_Regressor_Regularized_Linear_Model.ipynb		Ridge_Regressor_Regularized_Linear_Model.ipynb
Seaborn.ipynb		Seaborn.ipynb
Simple_Linear_Regression_Maths_Code.ipynb		Simple_Linear_Regression_Maths_Code.ipynb
Stochastic_Gradient_Descent.ipynb		Stochastic_Gradient_Descent.ipynb
Understanding_Data.ipynb		Understanding_Data.ipynb
Web_scraping_demo.ipynb		Web_scraping_demo.ipynb
Working_with_JSON_SQL.ipynb		Working_with_JSON_SQL.ipynb
Z_score_Outlier.ipynb		Z_score_Outlier.ipynb
end_to_end_toy_project.ipynb		end_to_end_toy_project.ipynb
readme.md		readme.md
space_titanic_practice.ipynb		space_titanic_practice.ipynb
ydata_profiling.ipynb		ydata_profiling.ipynb

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