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  1. Machine_Learning-Linear_RegressionMachine_Learning-Linear_RegressionPublic

    Content: Machine Learning (Overview & Process Flow), Linear Regression concept, Assumption checking, Linearity, Multi co-linearity, Auto correlation, Outliers, Null value treatment, EDA, Splitting …

    HTML

  2. Python_Exploratory_Data_Analysis-EDAPython_Exploratory_Data_Analysis-EDAPublic

    Content: Plotting_line_&_bar_graphs_using_plt_&_sns, labelling_the_axes_&_titles, groupby_function, count_value_function, dropping_a_column, Exploratory_data_analysis_(EDA), Data_preprocessing

    Jupyter Notebook

  3. Python_Null_value_treatment_and_Statistical_functionsPython_Null_value_treatment_and_Statistical_functionsPublic

    Content: Data_preprocessing, Head_&_Tail_functions, Fetching_a_coulmn, extracting_column_info_&_dtypes, Statistical_functions_(mean, median & mode), Null_value_treatment, unique_value_treatment

    Jupyter Notebook

  4. Python_Outliers_and_CorrelationPython_Outliers_and_CorrelationPublic

    Content: Eliminating Outliers using Boxplot, Checking correlation using Scatter plot & Heat map, Types of Correlation, EDA, Data preprocessing

    Jupyter Notebook