correlation_not_causation.gif
Module_0_Introduction.ipynb
Module_0b_Learning_from_Data.ipynb
Module_1a_linear_algebra_inverse.ipynb
Module_1b_linear_regression_ols.ipynb
Module_1c_linear_regression_ridge.ipynb
Module_1d_linear_regression_gradient.ipynb
Module_1e_logistic_regression.ipynb
Module_1f_Exercise_LinearRegression-Completed.ipynb
Module_1f_Exercise_LinearRegression.ipynb
Module_1g_Exercise_LogisticRegression-Completed.ipynb
Module_1g_Exercise_LogisticRegression.ipynb
Module_2a_Basic_Stat_Metrics.ipynb
Module_2b_probability.ipynb
Module_2c_resampling.ipynb
Module_2d_Distributions.ipynb
Module_2e_HypothesisTesting.ipynb
Module_2f_ABTesting.ipynb
Module_2g_HackerStats.ipynb
Module_3a_linear_algebra_eigenvectors.ipynb
Module_3b_principal_component_analysis.ipynb
Module_3c_principle_component_analysis_example.ipynb
Module_3d_cluster_analysis.ipynb
Module_4a_Terminologies.ipynb
Module_4b_References.ipynb
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