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[OneHack.Us] Coursera - Python and Statistics Foundations 2025

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File Name
Size
01-Python_Essentials/01-Programming_With_Python/01-specialization_introduction.mp4
22 MB
01-Python_Essentials/01-Programming_With_Python/02-welcome_to_python_and_statistics_foundations_course_instructions.html
7.2 kB
01-Python_Essentials/01-Programming_With_Python/03-course_introduction.mp4
16 MB
01-Python_Essentials/01-Programming_With_Python/04-unlocking_python_the_language_for_every_developer_instructions.html
3.8 kB
01-Python_Essentials/01-Programming_With_Python/05-python_installation_instructions.html
3.2 MB
01-Python_Essentials/01-Programming_With_Python/06-programming_language_and_myths.mp4
26 MB
01-Python_Essentials/01-Programming_With_Python/07-python_for_ai_ml_code_simplicity.mp4
22 MB
01-Python_Essentials/01-Programming_With_Python/08-python_for_ai_ml_ease_of_learning.mp4
20 MB
01-Python_Essentials/01-Programming_With_Python/09-python_tokens_types.mp4
17 MB
01-Python_Essentials/01-Programming_With_Python/10-literals.mp4
36 MB
01-Python_Essentials/01-Programming_With_Python/11-operators_basic_operators.mp4
71 MB
01-Python_Essentials/01-Programming_With_Python/12-operators_membership_and_identity_operators.mp4
33 MB
01-Python_Essentials/02-Data_Types/01-explaining_data_types_in_python.mp4
11 MB
01-Python_Essentials/02-Data_Types/02-demonstration_of_data_types_numeric_sequence_and_mapping.mp4
54 MB
01-Python_Essentials/02-Data_Types/03-python_variables_instructions.html
442 kB
01-Python_Essentials/02-Data_Types/04-python_data_types_numerical_and_strings_instructions.html
6.9 kB
01-Python_Essentials/02-Data_Types/05-python_data_types_tuples_sets_and_dictionaries_instructions.html
5.2 kB
01-Python_Essentials/03-Conditional_Statements/01-executing_conditional_statement.mp4
31 MB
01-Python_Essentials/03-Conditional_Statements/02-demonstration_of_if_else_statement.mp4
22 MB
01-Python_Essentials/03-Conditional_Statements/03-executing_while_loop.mp4
20 MB
01-Python_Essentials/03-Conditional_Statements/04-demonstration_of_for_loop.mp4
30 MB
01-Python_Essentials/03-Conditional_Statements/05-looping_multiple_conditions.mp4
23 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/01-file_handling.mp4
26 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/02-file_handling_basics_instructions.html
5.3 kB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/03-manipulating_files.mp4
48 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/04-user_defined_functions.mp4
48 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/05-variable_argument_and_variable_keyword_argument.mp4
28 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/06-lambda_functions.mp4
38 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/07-more_on_functions_and_arguments.mp4
32 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/08-modules_in_python.mp4
18 MB
01-Python_Essentials/04-Advanced_Functions_And_File_Handling/09-demonstration_of_modules.mp4
27 MB
01-Python_Essentials/05-Module_Wrap_Up_And_Assessment/01-summary_of_python_essentials.mp4
9.7 MB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/01-memory_and_performance_comparison_between_python_lists_and_numpy_arrays_instructions.html
5.0 kB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/02-exploring_numpy.mp4
20 MB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/03-numpy_operation.mp4
44 MB
02-Exploring_Data_With_Numpy_And_Pandas/01-Numpy_With_Python/04-working_with_numpy.mp4
49 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/01-data_manipulation_and_analysis_with_python_pandas_instructions.html
3.8 kB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/02-pandas_framework.mp4
27 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/03-pandas_dataframe_operation.mp4
47 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/04-working_with_dataframes_in_pandas.mp4
37 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/05-dataframes_with_pandas_operations_and_insights.mp4
44 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/06-creating_a_series_in_pandas.mp4
45 MB
02-Exploring_Data_With_Numpy_And_Pandas/02-Data_Manipulation_Using_Pandas/07-working_with_pandas_series.mp4
29 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/01-dataframe_data_maniplulation.mp4
36 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/02-dataframe_joining.mp4
46 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/03-dataframe_grouping_the_data.mp4
32 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/04-dataframe_data_cleaning.mp4
30 MB
02-Exploring_Data_With_Numpy_And_Pandas/03-Dataframes_In_Action/05-dataframe_data_adjusting.mp4
35 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/01-data_visualization_fundamentals_instructions.html
5.7 kB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/02-introduction_to_matplotlib_instructions.html
75 kB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/03-matplotlib_library.mp4
29 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/04-plotting_charts_with_matplotlib.mp4
26 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/05-plotting_histogram_and_box_plot.mp4
14 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/06-plotting_multiple_charts.mp4
40 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/07-introduction_to_seaborn_scatter_plot.mp4
38 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/08-basic_charts_in_seaborn.mp4
31 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/09-seaborn_heatmap_manipulation.mp4
13 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/10-seaborn_flights_dataset.mp4
26 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/11-seaborn_gaining_insights_in_flight_data.mp4
33 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/12-visualizing_charts_with_plotly.mp4
26 MB
02-Exploring_Data_With_Numpy_And_Pandas/04-Data_Visualization/13-customizing_different_charts_in_plotly.mp4
33 MB
02-Exploring_Data_With_Numpy_And_Pandas/05-Module_Wrap_Up_And_Assessment/01-summary_exploring_numpy_and_pandas_in_python.mp4
8.5 MB
03-Statistics_In_Python/01-Comprehending_Statistics/00. Support - Onehack.Us.txt
94 B
03-Statistics_In_Python/01-Comprehending_Statistics/01-the_importance_of_statistics_in_data_interpretation_instructions.html
5.1 kB
03-Statistics_In_Python/01-Comprehending_Statistics/02-what_is_statistics.mp4
24 MB
03-Statistics_In_Python/01-Comprehending_Statistics/03-measures_of_central_tendency.mp4
31 MB
03-Statistics_In_Python/01-Comprehending_Statistics/04-managing_statistical_data.mp4
33 MB
03-Statistics_In_Python/01-Comprehending_Statistics/05-exploring_and_analyzing_data.mp4
23 MB
03-Statistics_In_Python/02-Statistical_Dispersion/01-measures_of_dispersion.mp4
28 MB
03-Statistics_In_Python/02-Statistical_Dispersion/02-dispersion_demonstration.mp4
37 MB
03-Statistics_In_Python/02-Statistical_Dispersion/03-application_of_dispersion_in_large_data.mp4
12 MB
03-Statistics_In_Python/03-Probability_Foundation/01-introduction_to_probability_instructions.html
445 kB
03-Statistics_In_Python/03-Probability_Foundation/03-need_for_probability.mp4
14 MB
03-Statistics_In_Python/03-Probability_Foundation/04-types_of_probability.mp4
20 MB
03-Statistics_In_Python/03-Probability_Foundation/05-marginal_and_joint_probability_demonstration.mp4
24 MB
03-Statistics_In_Python/03-Probability_Foundation/06-conditional_probability_demonstration.mp4
25 MB
03-Statistics_In_Python/04-Hypothesis_Testing/00. Support - Onehack.Us.txt
94 B
03-Statistics_In_Python/04-Hypothesis_Testing/01-introduction_to_hypothesis_testing_instructions.html
37 kB
03-Statistics_In_Python/04-Hypothesis_Testing/02-what_is_hypothesis_testing.mp4
26 MB
03-Statistics_In_Python/04-Hypothesis_Testing/03-steps_for_hypothesis_testing.mp4
17 MB
03-Statistics_In_Python/04-Hypothesis_Testing/04-null_and_alternate_hypothesis.mp4
30 MB
03-Statistics_In_Python/04-Hypothesis_Testing/05-statistical_test_interpretation.mp4
28 MB
03-Statistics_In_Python/04-Hypothesis_Testing/06-one_tailed_and_two_tailed_test.mp4
24 MB
03-Statistics_In_Python/04-Hypothesis_Testing/07-hypothesis_testing_demonstration.mp4
32 MB
03-Statistics_In_Python/04-Hypothesis_Testing/08-margin_of_error_and_confidence_interval_demonstration.mp4
50 MB
03-Statistics_In_Python/05-Module_Wrap_Up_And_Assessment/01-summary_statistical_analysis_with_python.mp4
10 MB
04-Course_Wrap_Up_And_Assessment/01-course_summary_python_and_statistics_foundations.mp4
14 MB
04-Course_Wrap_Up_And_Assessment/02-practice_project_travel_aggregator_analysis_instructions.html
5.8 kB
Data Resources.zip
434 kB
Support - Onehack.Us.txt
94 B