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Data Science Fundamentals with Python and SQL
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[TutsNode.com] - Data Science Fundamentals with Python and SQL
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python-for-applied-data-science-ai
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03_python-programming-fundamentals
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03_functions
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01_functions.mp4 - 15.89 MB
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01_functions.en.srt - 16.64 KB
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02_functions_exam.html - 3.93 KB
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04_objects-and-classes
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01_objects-and-classes.en.srt - 16.9 KB
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01_objects-and-classes.mp4 - 13.19 MB
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02_objects-and-classes_exam.html - 3.01 KB
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01_conditions-and-branching
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01_conditions-and-branching.en.srt - 15.54 KB
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02_conditions-and-branching_exam.html - 2.58 KB
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01_conditions-and-branching.mp4 - 11.95 MB
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02_loops
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01_loops.en.srt - 9.86 KB
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02_loops_exam.html - 3.68 KB
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01_loops.mp4 - 7.95 MB
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05_analyzing-us-economic-data-and-building-a-dashboard
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02_digital-badge
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01_ibm-digital-badge_instructions.html - 154.02 KB
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01_analyzing-us-economic-data-and-building-a-dashboard
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01_analyzing-us-economic-data-and-building-a-dashboard_peer_assignment_instructions.html - 2.11 KB
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04_working-with-data-in-python
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04_one-dimensional-numpy
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01_one-dimensional-numpy.en.srt - 18.21 KB
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01_one-dimensional-numpy.mp4 - 13.16 MB
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02_one-dimensional-numpy_exam.html - 2.58 KB
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05_two-dimensional-numpy
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01_two-dimensional-numpy.en.srt - 12.03 KB
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02_two-dimensional-numpy_exam.html - 2.76 KB
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01_two-dimensional-numpy.mp4 - 8.47 MB
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06_simple-apis
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01_simple-apis-part-1.en.srt - 9.57 KB
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02_simple-apis-part-2.en.srt - 7.91 KB
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01_simple-apis-part-1.mp4 - 7.18 MB
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02_simple-apis-part-2.mp4 - 6.31 MB
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01_reading-files-with-open
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01_reading-files-with-open.en.srt - 5.45 KB
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02_reading-files-with-open_exam.html - 2.91 KB
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01_reading-files-with-open.mp4 - 4.59 MB
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02_writing-files-with-open
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02_writing-files-with-open_exam.html - 2.85 KB
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01_writing-files-with-open.en.srt - 4.08 KB
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01_writing-files-with-open.mp4 - 3.71 MB
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03_pandas
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02_pandas-working-with-and-saving-data.en.srt - 2.99 KB
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03_pandas_exam.html - 2.85 KB
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01_loading-data-with-pandas.en.srt - 4.27 KB
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01_loading-data-with-pandas.mp4 - 3.8 MB
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02_pandas-working-with-and-saving-data.mp4 - 2.62 MB
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02_python-data-structures
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01_lists-and-tuple
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01_list-and-tuples.en.srt - 11.26 KB
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02_list-and-tuples_exam.html - 6.45 KB
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01_list-and-tuples.mp4 - 10.74 MB
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03_sets
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01_sets.en.srt - 7.35 KB
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02_sets_exam.html - 2.5 KB
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01_sets.mp4 - 6.55 MB
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02_dictionary
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02_dictionaries_exam.html - 2.78 KB
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01_dictionaries.en.srt - 3.78 KB
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01_dictionaries.mp4 - 3.36 MB
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01_python-basics
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04_string-operations
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01_string-operations.en.srt - 5.82 KB
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02_string-operations_exam.html - 4.5 KB
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01_string-operations.mp4 - 5 MB
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01_about-the-course
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01_about-this-course_instructions.html - 2.91 KB
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02_types
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02_types_exam.html - 2.94 KB
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01_types.en.srt - 3.95 KB
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01_types.mp4 - 3.52 MB
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03_expressions-and-variables
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02_expressions-and-variables_exam.html - 2.7 KB
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01_expressions-and-variables.en.srt - 5.09 KB
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01_expressions-and-variables.mp4 - 4.69 MB
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sql-data-science
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02_week-2-advanced-sql
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02_functions-sub-queries-multiple-tables
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04_working-with-multiple-tables_AliasesWithMultipleTables.jpg - 111.91 KB
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04_working-with-multiple-tables.en.srt - 7.74 KB
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01_built-in-database-functions.en.srt - 7.25 KB
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03_sub-queries-and-nested-selects.en.srt - 6.24 KB
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05_functions-sub-queries-multiple-tables_exam.html - 5.83 KB
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02_date-and-time-built-in-functions.en.srt - 3.45 KB
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04_working-with-multiple-tables.mp4 - 9.93 MB
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01_built-in-database-functions.mp4 - 8.55 MB
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03_sub-queries-and-nested-selects.mp4 - 6.87 MB
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02_date-and-time-built-in-functions.mp4 - 3.91 MB
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01_string-patterns-ranges-sorting-and-grouping
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03_grouping-result-sets.en.srt - 5.34 KB
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01_using-string-patterns-and-ranges.en.srt - 6.45 KB
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04_string-patterns-ranges-sorting-and-grouping_exam.html - 4.33 KB
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02_sorting-result-sets.en.srt - 3.93 KB
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01_using-string-patterns-and-ranges.mp4 - 5.95 MB
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03_grouping-result-sets.mp4 - 4.6 MB
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02_sorting-result-sets.mp4 - 3.91 MB
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03_week-3-accessing-databases-using-python
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02_optional-using-join-operations-to-work-with-multiple-tables
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01_about-this-optional-section_instructions.html - 1.35 KB
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04_left-outer-join.en.srt - 7.25 KB
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03_inner-join.en.srt - 5.72 KB
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05_right-outer-join.en.srt - 4.52 KB
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02_join-overview.en.srt - 4.29 KB
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06_full-outer-join.en.srt - 4.13 KB
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07_practice-quiz-join-operations_quiz.html - 3.3 KB
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04_left-outer-join.mp4 - 6.9 MB
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03_inner-join.mp4 - 5.19 MB
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05_right-outer-join.mp4 - 4.92 MB
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02_join-overview.mp4 - 4.21 MB
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06_full-outer-join.mp4 - 4.02 MB
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01_accessing-databases-using-python
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05_analyzing-data-with-python.en.srt - 14.55 KB
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01_how-to-access-databases-using-python.en.srt - 7.68 KB
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05_analyzing-data-with-python.mp4 - 12.62 MB
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02_writing-code-using-db-api.en.srt - 6.76 KB
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04_creating-tables-loading-data-and-querying-data.en.srt - 5.22 KB
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06_database-access-from-python_exam.html - 4.07 KB
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03_connecting-to-a-database-using-ibm-db-api.en.srt - 2.91 KB
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01_how-to-access-databases-using-python.mp4 - 7.47 MB
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02_writing-code-using-db-api.mp4 - 7.02 MB
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04_creating-tables-loading-data-and-querying-data.mp4 - 5.19 MB
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03_connecting-to-a-database-using-ibm-db-api.mp4 - 2.89 MB
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04_week-4-course-assignment
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03_digital-badge
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01_ibm-digital-badge_instructions.html - 156.55 KB
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02_opt-in-to-receive-your-badge_quiz.html - 1.84 KB
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01_assignment-preparation-working-with-real-world-data-sets-and-built-in-sql
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01_working-with-real-world-datasets.en.srt - 11.01 KB
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02_getting-table-and-column-details.en.srt - 5.5 KB
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01_working-with-real-world-datasets.mp4 - 11.42 MB
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02_getting-table-and-column-details.mp4 - 5.59 MB
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02_assignment
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01_peer-reviewed-assignment_peer_assignment_instructions.html - 2.57 KB
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01_week-1-introduction-to-databases-and-basic-sql
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01_introduction-to-databases
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03_how-to-create-a-database-instance-on-cloud.en.srt - 9 KB
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04_relational-database-concepts.en.srt - 6.18 KB
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02_introduction-to-databases.en.srt - 6.12 KB
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05_databases_exam.html - 4.51 KB
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01_welcome-to-sql-for-data-science.en.srt - 3.52 KB
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03_how-to-create-a-database-instance-on-cloud.mp4 - 7.93 MB
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04_relational-database-concepts.mp4 - 7.23 MB
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02_introduction-to-databases.mp4 - 5.85 MB
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01_welcome-to-sql-for-data-science.mp4 - 3.14 MB
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02_basic-sql
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01_create-table-statement.en.srt - 6.5 KB
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02_select-statement.en.srt - 5.07 KB
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05_update-and-delete-statements.en.srt - 4.65 KB
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04_insert-statement.en.srt - 3.67 KB
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03_count-distinct-limit.en.srt - 2.78 KB
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06_basic-sql_exam.html - 3.33 KB
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01_create-table-statement.mp4 - 8.14 MB
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02_select-statement.mp4 - 5.25 MB
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05_update-and-delete-statements.mp4 - 4.59 MB
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04_insert-statement.mp4 - 3.68 MB
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03_count-distinct-limit.mp4 - 3.43 MB
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open-source-tools-for-data-science
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01_data-scientists-toolkit
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01_languages-of-data-science
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02_languages-of-data-science.en.srt - 2.73 KB
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06_other-languages.en.srt - 7.18 KB
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07_practice-quiz-languages_quiz.html - 6.06 KB
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03_introduction-to-python.en.srt - 4.53 KB
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01_course-introduction.en.srt - 4.45 KB
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04_introduction-to-r-language.en.srt - 4.31 KB
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05_introduction-to-sql.en.srt - 3.95 KB
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06_other-languages.mp4 - 8.84 MB
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04_introduction-to-r-language.mp4 - 5.42 MB
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03_introduction-to-python.mp4 - 5.22 MB
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05_introduction-to-sql.mp4 - 4.77 MB
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01_course-introduction.mp4 - 4.19 MB
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02_languages-of-data-science.mp4 - 3.01 MB
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02_data-science-tools
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05_cloud-based-tools-for-data-science.en.srt - 9.74 KB
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02_open-source-tools-for-data-science-part-1.en.srt - 8.57 KB
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04_commercial-tools-for-data-science.en.srt - 7.57 KB
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03_open-source-tools-for-data-science-part-2.en.srt - 6.74 KB
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06_practice-quiz-tools_quiz.html - 5.96 KB
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01_categories-of-data-science-tools.en.srt - 3 KB
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05_cloud-based-tools-for-data-science.mp4 - 10.01 MB
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02_open-source-tools-for-data-science-part-1.mp4 - 8.75 MB
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03_open-source-tools-for-data-science-part-2.mp4 - 7.29 MB
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04_commercial-tools-for-data-science.mp4 - 7.26 MB
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01_categories-of-data-science-tools.mp4 - 3.47 MB
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03_packages-apis-data-sets-and-models
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05_machine-learning-models.en.srt - 8.9 KB
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03_data-sets-powering-data-science.en.srt - 7.76 KB
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06_the-model-asset-exchange.en.srt - 7.2 KB
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01_libraries-for-data-science.en.srt - 5.67 KB
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07_practice-quiz-packages-apis-data-sets-models_quiz.html - 4.64 KB
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02_application-programming-interfaces-api.en.srt - 4.57 KB
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04_sharing-enterprise-data-data-asset-exchange.en.srt - 3.65 KB
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05_machine-learning-models.mp4 - 8.58 MB
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03_data-sets-powering-data-science.mp4 - 7.68 MB
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06_the-model-asset-exchange.mp4 - 7.27 MB
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01_libraries-for-data-science.mp4 - 6.03 MB
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02_application-programming-interfaces-api.mp4 - 5.7 MB
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04_sharing-enterprise-data-data-asset-exchange.mp4 - 3.92 MB
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04_module-1-assessment
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01_graded-quiz_exam.html - 7.21 KB
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04_final-assignment-create-and-share-your-jupyter-notebook
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01_create-and-share-your-jupyter-notebook
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01_create-and-share-your-jupyter-notebook_peer_assignment_instructions.html - 341.19 KB
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02_digital-badge
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01_ibm-digital-badge_instructions.html - 155.85 KB
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03_ibm-tools-for-data-science
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02_other-ibm-tools
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10_practice-quiz-other-ibm-tools_quiz.html - 11.57 KB
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06_spss-statistics.en.srt - 9.32 KB
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09_ibm-watson-openscale.en.srt - 8.47 KB
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05_ibm-spss-modeler.en.srt - 8.4 KB
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04_spss-modeler-flows-in-watson-studio.en.srt - 7.66 KB
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02_ibm-watson-knowledge-catalog.en.srt - 7.17 KB
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01_other-ibm-tools-for-data-science.en.srt - 1.32 KB
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03_data-refinery.en.srt - 6.88 KB
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07_model-deployment-with-watson-machine-learning.en.srt - 5.3 KB
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08_auto-ai-in-watson-studio.en.srt - 5.1 KB
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03_data-refinery.mp4 - 11.21 MB
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06_spss-statistics.mp4 - 10.58 MB
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05_ibm-spss-modeler.mp4 - 10.15 MB
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09_ibm-watson-openscale.mp4 - 9.4 MB
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02_ibm-watson-knowledge-catalog.mp4 - 8.35 MB
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04_spss-modeler-flows-in-watson-studio.mp4 - 7.67 MB
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07_model-deployment-with-watson-machine-learning.mp4 - 6.57 MB
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08_auto-ai-in-watson-studio.mp4 - 5.54 MB
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01_other-ibm-tools-for-data-science.mp4 - 1.42 MB
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03_module-3-assessment
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01_graded-quiz_exam.html - 8.96 KB
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01_watson-studio
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07_practice-quiz-watson-studio_quiz.html - 8.47 KB
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03_creating-an-account-on-ibm-watson-studio.en.srt - 2.66 KB
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01_what-is-ibm-watson-studio.en.srt - 5.4 KB
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02_watson-studio-introduction.en.srt - 5.11 KB
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05_jupyter-notebook-in-watson-studio-part-2.en.srt - 5.07 KB
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04_jupyter-notebook-in-watson-studio-part-1.en.srt - 3.66 KB
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06_linking-github-to-watson-studio.en.srt - 3.54 KB
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01_what-is-ibm-watson-studio.mp4 - 7.31 MB
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02_watson-studio-introduction.mp4 - 6.27 MB
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05_jupyter-notebook-in-watson-studio-part-2.mp4 - 5.5 MB
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06_linking-github-to-watson-studio.mp4 - 4.06 MB
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04_jupyter-notebook-in-watson-studio-part-1.mp4 - 3.9 MB
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03_creating-an-account-on-ibm-watson-studio.mp4 - 3.67 MB
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02_open-source-tools
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01_github
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04_git-and-github-via-command-line-optional.mp4 - 14.1 MB
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06_contributing-to-repositories-via-pull-request-optional.mp4 - 14.06 MB
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04_git-and-github-via-command-line-optional.en.srt - 10.79 KB
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06_contributing-to-repositories-via-pull-request-optional.en.srt - 8.49 KB
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03_github-working-with-branches.en.srt - 7.12 KB
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01_overview-of-git-github.en.srt - 5.12 KB
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05_branching-and-merging-via-command-line-optional.en.srt - 3.96 KB
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02_github-getting-started.en.srt - 3.54 KB
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07_practice-quiz-github_quiz.html - 3.28 KB
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05_branching-and-merging-via-command-line-optional.mp4 - 9.73 MB
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03_github-working-with-branches.mp4 - 6.97 MB
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01_overview-of-git-github.mp4 - 5.83 MB
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02_github-getting-started.mp4 - 4.31 MB
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02_jupyter-notebook-and-jupyterlab
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04_practice-quiz-jupyter-notebook_quiz.html - 2.54 KB
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03_jupyter-architecture.en.srt - 6.51 KB
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02_getting-started-with-jupyterlab.en.srt - 6.24 KB
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01_getting-started-with-jupyter-notebook.en.srt - 5.02 KB
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02_getting-started-with-jupyterlab.mp4 - 11.94 MB
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03_jupyter-architecture.mp4 - 8.34 MB
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01_getting-started-with-jupyter-notebook.mp4 - 6.79 MB
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03_rstudio-ide
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02_installing-packages-and-loading-libraries-in-rstudio-ide.en.srt - 2.76 KB
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04_practice-quiz-rstudio-ide_quiz.html - 2.77 KB
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01_what-is-rstudio-ide.en.srt - 5.7 KB
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03_plotting-within-rstudio-ide.en.srt - 3.21 KB
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01_what-is-rstudio-ide.mp4 - 5.64 MB
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03_plotting-within-rstudio-ide.mp4 - 4.59 MB
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02_installing-packages-and-loading-libraries-in-rstudio-ide.mp4 - 4.3 MB
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04_module-2-assessment
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01_graded-quiz_exam.html - 6.43 KB
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statistics-for-data-science-python
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01_course-introduction-and-python-basics
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01_course-introduction-and-python-basics
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04_optional-basics-of-jupyter-notebooks_instructions.html - 252.26 KB
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01_welcome-from-your-instructors.en.srt - 3.95 KB
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02_course-overview_instructions.html - 3.67 KB
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03_python-packages-for-data-science.en.srt - 3.54 KB
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01_welcome-from-your-instructors.mp4 - 4 MB
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03_python-packages-for-data-science.mp4 - 3.1 MB
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03_data-visualization
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01_charts-and-graphs-in-statistics
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03_statistical-charts.en.srt - 6.33 KB
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02_statistics-by-groups.en.srt - 11.18 KB
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04_introducing-the-teachers-rating-data.en.srt - 5.88 KB
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01_visualization-fundamentals.en.srt - 5.18 KB
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02_statistics-by-groups.mp4 - 8.52 MB
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04_introducing-the-teachers-rating-data.mp4 - 6.99 MB
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03_statistical-charts.mp4 - 4.89 MB
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01_visualization-fundamentals.mp4 - 4.17 MB
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02_data-visualization-labs-and-assessments
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02_data-visualization_exam.html - 4.82 KB
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01_practice-quiz-data-visualization_quiz.html - 2.2 KB
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05_hypothesis-testing
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02_hypothesis-testing-labs-and-assessments
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02_hypothesis-testing_exam.html - 175.94 KB
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01_practice-quiz-hypothesis-testing_quiz.html - 3.27 KB
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01_testing-for-mean-differences-and-relationships
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05_correlation-tests.en.srt - 9.41 KB
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04_anova.en.srt - 7.44 KB
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02_dealing-with-tails-and-rejections.en.srt - 7.25 KB
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01_z-test-or-t-test.en.srt - 4.61 KB
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03_equal-vs-unequal-variances.en.srt - 4.06 KB
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05_correlation-tests.mp4 - 8.97 MB
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02_dealing-with-tails-and-rejections.mp4 - 6.52 MB
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04_anova.mp4 - 5.91 MB
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01_z-test-or-t-test.mp4 - 5.49 MB
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03_equal-vs-unequal-variances.mp4 - 3.71 MB
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06_regression-analysis
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02_regression-analysis-labs-and-assessments
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02_regression-analysis_exam.html - 101.23 KB
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01_practice-quiz-regression-analysis_quiz.html - 3.24 KB
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01_regression-in-place-of-hypothesis-testing
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01_regression-the-workhorse-of-statistical-analysis.en.srt - 7.39 KB
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03_regression-in-place-of-anova.en.srt - 4.73 KB
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02_regression-in-place-of-t-test.en.srt - 2.98 KB
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04_regression-in-place-of-correlation.en.srt - 2.32 KB
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01_regression-the-workhorse-of-statistical-analysis.mp4 - 5.83 MB
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03_regression-in-place-of-anova.mp4 - 4.08 MB
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02_regression-in-place-of-t-test.mp4 - 3.3 MB
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04_regression-in-place-of-correlation.mp4 - 3.13 MB
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08_other-resources
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01_ibm-digital-badge
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01_ibm-digital-badge_instructions.html - 93.24 KB
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02_opt-in-to-receive-your-badge_quiz.html - 1.89 KB
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04_introduction-to-probability-distributions
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02_introduction-to-probability-distributions-labs-and-assessments
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02_introduction-to-probability-distribution_exam.html - 79.65 KB
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01_practice-quiz-introduction-to-probability-distribution_quiz.html - 15.33 KB
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01_probability-distributions
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03_alpha-a-and-p-value_instructions.html - 37.95 KB
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05_t-distribution.en.srt - 7.2 KB
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06_probability-of-getting-a-high-or-low-teaching-evaluation.en.srt - 6.12 KB
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01_random-numbers-and-probability-distributions.en.srt - 5.67 KB
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02_state-your-hypothesis.en.srt - 5.17 KB
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04_normal-distribution.en.srt - 4.95 KB
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01_random-numbers-and-probability-distributions.mp4 - 6.61 MB
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05_t-distribution.mp4 - 6.35 MB
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06_probability-of-getting-a-high-or-low-teaching-evaluation.mp4 - 5.95 MB
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02_state-your-hypothesis.mp4 - 5.31 MB
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04_normal-distribution.mp4 - 4.81 MB
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07_standard-normal-table_instructions.html - 1.06 MB
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07_project-case-boston-housing-data
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01_instructions-for-projects
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03_task-1-become-familiar-with-the-dataset_sklearn.datasets.load_boston.html - 18.5 KB
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InfoHash:
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Last updated:
Aug 6, 2023
File count:
415 B
File Category:
9
Tags:
Other, Tutorials