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Data Science Fundamentals with Python and SQL
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[TutsNode.com] - Data Science Fundamentals with Python and SQL (Size: 770.56 MB) (Files: 415)
[TutsNode.com] - Data Science Fundamentals with Python and SQL
python-for-applied-data-science-ai
03_python-programming-fundamentals
03_functions
01_functions.mp4
01_functions.en.srt
02_functions_exam.html
04_objects-and-classes
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02_objects-and-classes_exam.html
01_conditions-and-branching
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02_loops
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05_analyzing-us-economic-data-and-building-a-dashboard
02_digital-badge
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01_analyzing-us-economic-data-and-building-a-dashboard
01_analyzing-us-economic-data-and-building-a-da
04_working-with-data-in-python
04_one-dimensional-numpy
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01_one-dimensional-numpy.mp4
02_one-dimensional-numpy_exam.html
05_two-dimensional-numpy
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02_two-dimensional-numpy_exam.html
01_two-dimensional-numpy.mp4
06_simple-apis
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02_simple-apis-part-2.en.srt
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01_reading-files-with-open
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01_loading-data-with-pandas.mp4
02_pandas-working-with-and-saving-data.mp4
02_python-data-structures
01_lists-and-tuple
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02_list-and-tuples_exam.html
01_list-and-tuples.mp4
03_sets
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02_dictionary
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01_python-basics
04_string-operations
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01_string-operations.mp4
01_about-the-course
01_about-this-course_instructions.html
02_types
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01_types.mp4
03_expressions-and-variables
02_expressions-and-variables_exam.html
01_expressions-and-variables.en.srt
01_expressions-and-variables.mp4
sql-data-science
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05_functions-sub-queries-multiple-tables_exam.html
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04_working-with-multiple-tables.mp4
01_built-in-database-functions.mp4
03_sub-queries-and-nested-selects.mp4
02_date-and-time-built-in-functions.mp4
01_string-patterns-ranges-sorting-and-grouping
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02_sorting-result-sets.en.srt
01_using-string-patterns-and-ranges.mp4
03_grouping-result-sets.mp4
02_sorting-result-sets.mp4
03_week-3-accessing-databases-using-python
02_optional-using-join-operations-to-work-with-multiple-tables
01_about-this-optional-section_instructions.html
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03_inner-join.en.srt
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07_practice-quiz-join-operations_quiz.html
04_left-outer-join.mp4
03_inner-join.mp4
05_right-outer-join.mp4
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01_accessing-databases-using-python
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01_how-to-access-databases-using-python.en.srt
05_analyzing-data-with-python.mp4
02_writing-code-using-db-api.en.srt
04_creating-tables-loading-data-and-querying-data.en.srt
06_database-access-from-python_exam.html
03_connecting-to-a-database-using-ibm-db-api.en.srt
01_how-to-access-databases-using-python.mp4
02_writing-code-using-db-api.mp4
04_creating-tables-loading-data-and-querying-data.mp4
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03_digital-badge
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02_opt-in-to-receive-your-badge_quiz.html
01_assignment-preparation-working-with-real-world-data-sets-and-built-in-sql
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02_getting-table-and-column-details.en.srt
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02_getting-table-and-column-details.mp4
02_assignment
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01_week-1-introduction-to-databases-and-basic-sql
01_introduction-to-databases
03_how-to-create-a-database-instance-on-cloud.en.srt
04_relational-database-concepts.en.srt
02_introduction-to-databases.en.srt
05_databases_exam.html
01_welcome-to-sql-for-data-science.en.srt
03_how-to-create-a-database-instance-on-cloud.mp4
04_relational-database-concepts.mp4
02_introduction-to-databases.mp4
01_welcome-to-sql-for-data-science.mp4
02_basic-sql
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02_select-statement.en.srt
05_update-and-delete-statements.en.srt
04_insert-statement.en.srt
03_count-distinct-limit.en.srt
06_basic-sql_exam.html
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02_select-statement.mp4
05_update-and-delete-statements.mp4
04_insert-statement.mp4
03_count-distinct-limit.mp4
open-source-tools-for-data-science
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03_introduction-to-python.en.srt
01_course-introduction.en.srt
04_introduction-to-r-language.en.srt
05_introduction-to-sql.en.srt
06_other-languages.mp4
04_introduction-to-r-language.mp4
03_introduction-to-python.mp4
05_introduction-to-sql.mp4
01_course-introduction.mp4
02_languages-of-data-science.mp4
02_data-science-tools
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06_practice-quiz-tools_quiz.html
01_categories-of-data-science-tools.en.srt
05_cloud-based-tools-for-data-science.mp4
02_open-source-tools-for-data-science-part-1.mp4
03_open-source-tools-for-data-science-part-2.mp4
04_commercial-tools-for-data-science.mp4
01_categories-of-data-science-tools.mp4
03_packages-apis-data-sets-and-models
05_machine-learning-models.en.srt
03_data-sets-powering-data-science.en.srt
06_the-model-asset-exchange.en.srt
01_libraries-for-data-science.en.srt
07_practice-quiz-packages-apis-data-sets-models_quiz.html
02_application-programming-interfaces-api.en.srt
04_sharing-enterprise-data-data-asset-exchange.en.srt
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06_the-model-asset-exchange.mp4
01_libraries-for-data-science.mp4
02_application-programming-interfaces-api.mp4
04_sharing-enterprise-data-data-asset-exchange.mp4
04_module-1-assessment
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04_final-assignment-create-and-share-your-jupyter-notebook
01_create-and-share-your-jupyter-notebook
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02_digital-badge
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07_model-deployment-with-watson-machine-learning.mp4
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01_other-ibm-tools-for-data-science.mp4
03_module-3-assessment
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01_what-is-ibm-watson-studio.mp4
02_watson-studio-introduction.mp4
05_jupyter-notebook-in-watson-studio-part-2.mp4
06_linking-github-to-watson-studio.mp4
04_jupyter-notebook-in-watson-studio-part-1.mp4
03_creating-an-account-on-ibm-watson-studio.mp4
02_open-source-tools
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07_practice-quiz-github_quiz.html
05_branching-and-merging-via-command-line-optional.mp4
03_github-working-with-branches.mp4
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02_jupyter-notebook-and-jupyterlab
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03_rstudio-ide
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03_plotting-within-rstudio-ide.en.srt
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02_installing-packages-and-loading-libraries-in-rstudio-ide.mp4
04_module-2-assessment
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statistics-for-data-science-python
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01_welcome-from-your-instructors.en.srt
02_course-overview_instructions.html
03_python-packages-for-data-science.en.srt
01_welcome-from-your-instructors.mp4
03_python-packages-for-data-science.mp4
03_data-visualization
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02_statistics-by-groups.en.srt
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02_statistics-by-groups.mp4
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03_statistical-charts.mp4
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02_data-visualization-labs-and-assessments
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01_testing-for-mean-differences-and-relationships
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04_anova.mp4
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08_other-resources
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04_introduction-to-probability-distributions
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04_task-2-create-or-login-into-ibm-cloud-to-use-watson-studio_Setup.md.html
04_task-2-create-or-login-into-ibm-cloud-to-use-watson-studio_Final_project_Stats_for_DSci.m
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06_task-4-generate-descriptive-statistics-and-visualizations_instructions.html
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08_task-6-share-your-jupyter-notebook_instructions.html
02_introduction-descriptive-statistics
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01_welcome-to-statistics.mp4
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02_introduction-and-descriptive-statistics-labs-and-assessments
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01_practice-quiz-introduction-to-descriptive-statistic
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