├── .gitignore ├── Dummy Classifier Notebook.ipynb ├── Gaussian_Mixture_Models.ipynb ├── Hypothesis Testing ├── Hypo_Testing.ipynb ├── Hypothesis Testing.md ├── PlantGrowth.csv └── blood_pressure.csv ├── LICENSE ├── README.md ├── WIP ├── Exponential_Smoothing.ipynb └── Monte Carlo Simulation.ipynb ├── data ├── Breast-Cancer.csv ├── HorseKicks.txt ├── Housefly_wing_lengths.txt └── food_outlet_data.csv ├── ideas.md ├── images ├── Conditional.png ├── JDTable.png ├── Joint.png ├── Marginal.png ├── Marginal2.png ├── OneDirectional.png ├── OnettwoTailed.png ├── Table.png ├── TwoDirectional.png └── TypeIandTypeIIError.png └── notebooks ├── 1-Way ANOVA.ipynb ├── ARIMA.ipynb ├── Baye's Theorem Notebook.ipynb ├── Binary Classification-Logistic Regression.ipynb ├── Central Limit Theorem.ipynb ├── Correlation with Example ├── Correlation.ipynb ├── Movie Recommendation using Correlation.ipynb └── README.md ├── Data_Summary_Notebook#12.ipynb ├── Decision Tree.ipynb ├── Dummy Classifier Notebook.ipynb ├── Frequency Distribution.ipynb ├── Frequency_Distribution.ipynb ├── Heteroscedasticty.ipynb ├── Hypothesis Testing.ipynb ├── JointProbabilityDistribution.ipynb ├── KMeans_Clustering.ipynb ├── K_Nearest_Neighbours.ipynb ├── LNN.ipynb ├── Linear_Discriminant_Analysis.ipynb ├── Markov_chains.ipynb ├── MonteCarlo.ipynb ├── Multilinear-Regression.ipynb ├── PhiK Correlation ├── PhiK.ipynb ├── data_description.txt └── dataset.csv ├── Precision&Recall.ipynb ├── Principal-Component-Analysis.ipynb ├── Probability_Distributions_All.ipynb ├── RFR using GridsearchCV.ipynb ├── Statistical_&_Probability_Notebook_Part_1.ipynb ├── Statistical_&_Probability_Notebook_Part_2.ipynb ├── Support_Vector_Machine.ipynb ├── Time_Series.ipynb ├── Time_Series_Visualization.ipynb ├── agriculture_yield_rice ├── autocorrelation.ipynb ├── bias_variance_notebook.ipynb ├── biden_speech.txt ├── data_summary_breast_cancer.ipynb ├── intro-numpy-pandas-matplotlib.ipynb └── 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