Coursera | Python and Statistics Foundations 2025

Coursera | Python and Statistics Foundations 2025
     01-specialization_introduction.mp4 -


     02-welcome_to_python_and_statistics_foundations_course_instructions.html -


     03-course_introduction.mp4 -


     04-unlocking_python_the_language_for_every_developer_instructions.html -


     05-python_installation_instructions.html -


     06-programming_language_and_myths.mp4 -


     07-python_for_ai_ml_code_simplicity.mp4 -


     08-python_for_ai_ml_ease_of_learning.mp4 -


     09-python_tokens_types.mp4 -


     10-literals.mp4 -


     11-operators_basic_operators.mp4 -


     12-operators_membership_and_identity_operators.mp4 -


     01-explaining_data_types_in_python.mp4 -


     02-demonstration_of_data_types_numeric_sequence_and_mapping.mp4 -


     03-python_variables_instructions.html -


     04-python_data_types_numerical_and_strings_instructions.html -


     05-python_data_types_tuples_sets_and_dictionaries_instructions.html -


     01-executing_conditional_statement.mp4 -


     02-demonstration_of_if_else_statement.mp4 -


     03-executing_while_loop.mp4 -


     04-demonstration_of_for_loop.mp4 -


     05-looping_multiple_conditions.mp4 -


     01-file_handling.mp4 -


     02-file_handling_basics_instructions.html -


     03-manipulating_files.mp4 -


     04-user_defined_functions.mp4 -


     05-variable_argument_and_variable_keyword_argument.mp4 -


     06-lambda_functions.mp4 -


     07-more_on_functions_and_arguments.mp4 -


     08-modules_in_python.mp4 -


     09-demonstration_of_modules.mp4 -


     01-summary_of_python_essentials.mp4 -


     01-memory_and_performance_comparison_between_python_lists_and_numpy_arrays_instructions.html -


     02-exploring_numpy.mp4 -


     03-numpy_operation.mp4 -


     04-working_with_numpy.mp4 -


     01-data_manipulation_and_analysis_with_python_pandas_instructions.html -


     02-pandas_framework.mp4 -


     03-pandas_dataframe_operation.mp4 -


     04-working_with_dataframes_in_pandas.mp4 -


     05-dataframes_with_pandas_operations_and_insights.mp4 -


     06-creating_a_series_in_pandas.mp4 -


     07-working_with_pandas_series.mp4 -


     01-dataframe_data_maniplulation.mp4 -


     02-dataframe_joining.mp4 -


     03-dataframe_grouping_the_data.mp4 -


     04-dataframe_data_cleaning.mp4 -


     05-dataframe_data_adjusting.mp4 -


     01-data_visualization_fundamentals_instructions.html -


     02-introduction_to_matplotlib_instructions.html -


     03-matplotlib_library.mp4 -


     04-plotting_charts_with_matplotlib.mp4 -


     05-plotting_histogram_and_box_plot.mp4 -


     06-plotting_multiple_charts.mp4 -


     07-introduction_to_seaborn_scatter_plot.mp4 -


     08-basic_charts_in_seaborn.mp4 -


     09-seaborn_heatmap_manipulation.mp4 -


     10-seaborn_flights_dataset.mp4 -


     11-seaborn_gaining_insights_in_flight_data.mp4 -


     12-visualizing_charts_with_plotly.mp4 -


     13-customizing_different_charts_in_plotly.mp4 -


     01-summary_exploring_numpy_and_pandas_in_python.mp4 -


     00. Support - Onehack.Us.txt -


     01-the_importance_of_statistics_in_data_interpretation_instructions.html -


     02-what_is_statistics.mp4 -


     03-measures_of_central_tendency.mp4 -


     04-managing_statistical_data.mp4 -


     05-exploring_and_analyzing_data.mp4 -


     01-measures_of_dispersion.mp4 -


     02-dispersion_demonstration.mp4 -


     03-application_of_dispersion_in_large_data.mp4 -


     01-introduction_to_probability_instructions.html -


     03-need_for_probability.mp4 -


     04-types_of_probability.mp4 -


     05-marginal_and_joint_probability_demonstration.mp4 -


     06-conditional_probability_demonstration.mp4 -


     00. Support - Onehack.Us.txt -


     01-introduction_to_hypothesis_testing_instructions.html -


     02-what_is_hypothesis_testing.mp4 -


     03-steps_for_hypothesis_testing.mp4 -


     04-null_and_alternate_hypothesis.mp4 -


     05-statistical_test_interpretation.mp4 -


     06-one_tailed_and_two_tailed_test.mp4 -


     07-hypothesis_testing_demonstration.mp4 -


     08-margin_of_error_and_confidence_interval_demonstration.mp4 -


     01-summary_statistical_analysis_with_python.mp4 -


     01-course_summary_python_and_statistics_foundations.mp4 -


     02-practice_project_travel_aggregator_analysis_instructions.html -


     Data Resources.zip -


     Support - Onehack.Us.txt -

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