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Learn SQL Basics for Data Science Specialization
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[TutsNode.net] - Learn SQL Basics for Data Science Specialization (Size: 2.34 GB) (Files: 756)
[TutsNode.net] - Learn SQL Basics for Data Science Specialization
sql-for-data-science
03_subqueries-and-joins-in-sql
01_subqueries-and-joins-in-sql
08_advanced-joins-left-right-and-full-outer-joins.mp4
02_using-subqueries_Using_Subqueries.pdf
06_inner-joins.en.srt
08_advanced-joins-left-right-and-full-outer-joins.en.srt
09_unions.en.srt
06_inner-joins.mp4
11_summary.en.srt
04_joining-tables-an-introduction_Joining_Tables_An_Introduction.pdf
09_unions_Unions.pdf
01_module-introduction_Subqueries_and_Joins_with_SQL.pdf
02_using-subqueries.en.srt
03_subquery-best-practices-and-considerations.en.srt
07_aliases-and-self-joins.en.srt
04_joining-tables-an-introduction.en.srt
06_inner-joins.en.txt
08_advanced-joins-left-right-and-full-outer-joins.en.txt
07_aliases-and-self-joins_Aliases_and_Self_Joins.pdf
02_using-subqueries.en.txt
05_cartesian-cross-joins_Cartesian_Cross_Joins.pdf
04_joining-tables-an-introduction.mp4
11_summary.en.txt
05_cartesian-cross-joins.en.srt
03_subquery-best-practices-and-considerations.en.txt
07_aliases-and-self-joins.en.txt
09_unions.en.txt
10_practice-quiz-writing-queries_quiz.html
04_joining-tables-an-introduction.en.txt
05_cartesian-cross-joins.en.txt
01_module-introduction.en.srt
13_union-and-union-all_instructions.html
12_sql-and-python_instructions.html
01_module-introduction.en.txt
11_summary.mp4
07_aliases-and-self-joins.mp4
09_unions.mp4
03_subquery-best-practices-and-considerations.mp4
02_using-subqueries.mp4
05_cartesian-cross-joins.mp4
01_module-introduction.mp4
08_advanced-joins-left-right-and-full-outer-joins_Advanced_Joins_Left_Right_and_Full_Outer_Joins.pdf
03_subquery-best-practices-and-considerations_Subquery_Best_Practices_and_Considerations.pdf
11_summary_Summary.pdf
06_inner-joins_Inner_Joins.pdf
02_review-and-practice
01_module-3-quiz_exam.html
02_module-3-coding-assignment_exam.html
01_getting-started-and-selecting-retrieving-data-with-sql
02_selecting-and-retrieving-data-with-sql
10_lets-practice_quiz.html
06_retrieving-data-with-a-select-statement_Retrieving_Data_with_a_Se
13_sql-overview_index.htm
02_what-is-sql-anyway.mp4
14_data-modeling-and-er-diagrams_dataModeling101.html
02_what-is-sql-anyway.en.srt
12_summary_Module_1_Summary.pdf
07_creating-tables.mp4
07_creating-tables.en.srt
01_module-introduction_Selecting_and_Retrieving_Data_with_SQL.pdf
11_practice-simple-select-queries_quiz.html
13_sql-overview_instructions.html
08_creating-temporary-tables_Creating_Temporary_Tables.pdf
05_data-models-part-3-relational-vs-transactional-models.en.srt
09_adding-comments-to-sql.en.srt
03_data-models-part-1-thinking-about-your-data.en.srt
06_retrieving-data-with-a-select-statement.en.srt
07_creating-tables.en.txt
02_what-is-sql-anyway.en.txt
08_creating-temporary-tables.en.srt
04_data-models-part-2-the-evolution-of-data-models.en.srt
05_data-models-part-3-relational-vs-transactional-models.en.txt
03_data-models-part-1-thinking-about-your-data.en.txt
09_adding-comments-to-sql.en.txt
06_retrieving-data-with-a-select-statement.en.txt
01_module-introduction.en.srt
01_module-introduction.en.txt
08_creating-temporary-tables.en.txt
04_data-models-part-2-the-evolution-of-data-models.en.txt
12_summary.en.srt
12_summary.en.txt
14_data-modeling-and-er-diagrams_instructions.html
03_data-models-part-1-thinking-about-your-data.mp4
08_creating-temporary-tables.mp4
06_retrieving-data-with-a-select-statement.mp4
09_adding-comments-to-sql.mp4
05_data-models-part-3-relational-vs-transactional-models.mp4
04_data-models-part-2-the-evolution-of-data-models.mp4
12_summary.mp4
01_module-introduction.mp4
04_data-models-part-2-the-evolution-of-data-models_The_Evolution_of_
05_data-models-part-3-relational-vs-transactional-models_Data_Models
02_what-is-sql-anyway_What_Is_SQL_Anyway.pdf
07_creating-tables_Creating_Tables.pdf
03_data-models-part-1-thinking-about-your-data_Data_Models_Part_1_Th
09_adding-comments-to-sql_Adding_Comments_to_SQL.pdf
03_review
02_module-1-coding-questions_exam.html
01_module-1-quiz_exam.html
01_getting-started
01_course-introduction.en.txt
01_course-introduction.mp4
01_course-introduction.en.srt
02_filtering-sorting-and-calculating-data-with-sql
01_filtering-sorting-and-calculating-data-with-sql
06_math-operations_Math_Operations.pdf
02_basics-of-filtering-with-sql.mp4
07_aggregate-functions.en.srt
04_using-wildcards-in-sql.mp4
11_sql-for-various-data-science-languages_sqldf.pdf
11_sql-for-various-data-science-languages_sql-programming-guide.ht
01_module-introduction_Filtering_Sorting_and_Calculating_Data_with
09_putting-it-all-together.en.txt
02_basics-of-filtering-with-sql.en.srt
05_sorting-with-order-by_Sorting_with_ORDER_BY.pdf
11_sql-for-various-data-science-languages_index.html
03_advanced-filtering-in-or-and-not.en.srt
07_aggregate-functions.mp4
04_using-wildcards-in-sql.en.srt
03_advanced-filtering-in-or-and-not.mp4
08_grouping-data-with-sql.mp4
08_grouping-data-with-sql.en.srt
02_basics-of-filtering-with-sql.en.txt
10_module-2-practice-quiz_quiz.html
05_sorting-with-order-by.en.srt
06_math-operations.en.txt
06_math-operations.en.srt
03_advanced-filtering-in-or-and-not.en.txt
07_aggregate-functions.en.txt
04_using-wildcards-in-sql.en.txt
09_putting-it-all-together.en.srt
08_grouping-data-with-sql.en.txt
05_sorting-with-order-by.en.txt
11_sql-for-various-data-science-languages_instructions.html
01_module-introduction.en.srt
01_module-introduction.en.txt
05_sorting-with-order-by.mp4
06_math-operations.mp4
09_putting-it-all-together.mp4
01_module-introduction.mp4
02_basics-of-filtering-with-sql_Basics_of_Filtering_with_SQL.pdf
04_using-wildcards-in-sql_Using_Wildcards_in_SQL.pdf
09_putting-it-all-together_Putting_It_All_Together.pdf
03_advanced-filtering-in-or-and-not_Advanced_Filtering_IN_OR_NOT.p
07_aggregate-functions_Aggregate_Functions.pdf
08_grouping-data-with-sql_Grouping_Data_with_SQL.pdf
02_review-and-practice
02_module-2-coding-assignment_exam.html
01_module-2-quiz_exam.html
04_modifying-and-analyzing-data-with-sql
01_modifying-and-analyzing-data-with-sql
04_date-and-time-strings-examples_Date_and_Time_String_Examples.pdf
02_working-with-text-strings.mp4
09_using-sql-for-data-science-part-2.mp4
09_using-sql-for-data-science-part-2.en.txt
08_using-sql-for-data-science-part-1.mp4
01_module-introduction_Modifying_and_Analyzing_Data_with_SQL.pdf
04_date-and-time-strings-examples.mp4
02_working-with-text-strings.en.srt
07_data-governance-and-profiling.mp4
05_case-statements.en.srt
06_views.en.srt
09_using-sql-for-data-science-part-2.en.srt
08_using-sql-for-data-science-part-1.en.srt
07_data-governance-and-profiling.en.srt
03_working-with-date-and-time-strings.en.srt
04_date-and-time-strings-examples.en.srt
07_data-governance-and-profiling_Data_Governance_and_Profiling.pdf
02_working-with-text-strings.en.txt
09_using-sql-for-data-science-part-2_Using_SQL_for_Data_Science_Part_2.pdf
05_case-statements.en.txt
06_views.en.txt
08_using-sql-for-data-science-part-1.en.txt
07_data-governance-and-profiling.en.txt
03_working-with-date-and-time-strings.en.txt
04_date-and-time-strings-examples.en.txt
01_module-introduction.en.srt
10_additional-sql-resources-to-explore_instructions.html
01_module-introduction.en.txt
03_working-with-date-and-time-strings.mp4
05_case-statements.mp4
06_views.mp4
01_module-introduction.mp4
02_working-with-text-strings_Working_with_Text_Strings.pdf
05_case-statements_Case_Statements.pdf
03_working-with-date-and-time-strings_Working_with_Date_and_Time_Strings.pdf
06_views_Views.pdf
08_using-sql-for-data-science-part-1_Using_SQL_for_Data_Science_Part_1.pdf
03_peer-review-assignment
02_data-scientist-role-play-profiling-and-analyzing-the-yelp-dataset_peer_assignment_instructions.htm
03_yelp-dataset-sql-lookup_instructions.html
02_data-scientist-role-play-profiling-and-analyzing-the-yelp-dataset_YelpDataCourseraPR2.txt
01_welcome-to-peer-review-assignments_instructions.html
02_review-and-practice
02_module-4-coding-questions_exam.html
01_module-4-quiz_exam.html
04_course-summary
01_course-summary.en.srt
01_course-summary.en.txt
01_course-summary.mp4
data-wrangling-analysis-abtesting
04_case-study-ab-testing
01_case-study-ab-testing
01_how-is-ab-testing-used.en.srt
05_create-a-new-metric.en.srt
02_statistics-refresher-optional.en.srt
03_test-assignments.en.srt
02_statistics-refresher-optional.mp4
01_how-is-ab-testing-used.en.txt
08_analyzing-results-solution.en.srt
04_test-assignments-solution.en.srt
07_analyze-results.en.srt
08_analyzing-results-solution.mp4
02_statistics-refresher-optional.en.txt
06_creating-a-new-metric-solution.en.srt
03_test-assignments.en.txt
08_analyzing-results-solution.en.txt
04_test-assignments-solution.en.txt
07_analyze-results.en.txt
05_create-a-new-metric.en.txt
06_creating-a-new-metric-solution.en.txt
04_test-assignments-solution.mp4
06_creating-a-new-metric-solution.mp4
03_test-assignments.mp4
07_analyze-results.mp4
05_create-a-new-metric.mp4
01_how-is-ab-testing-used.mp4
02_final-project
01_peer-review-overview_Peer_Review_Assignments.pdf
02_additional-thoughts-for-the-final-project_instructions.html
01_peer-review-overview.en.srt
01_peer-review-overview.en.txt
01_peer-review-overview.mp4
03_course-summary
01_additional-practice-and-reading-optional_instructions.html
02_course-summary.en.srt
02_course-summary.en.txt
02_course-summary.mp4
01_data-of-unknown-quality
02_course-dataset
01_introduction-of-data-of-unknown-quality.en.txt
02_connecting-to-mode-analytics_instructions.html
03_introduction-to-the-course-dataset.en.srt
03_introduction-to-the-course-dataset.en.txt
01_introduction-of-data-of-unknown-quality.en.srt
03_introduction-to-the-course-dataset.mp4
01_introduction-of-data-of-unknown-quality.mp4
02_connecting-to-mode-analytics_Connecting_to_Mode.pdf
03_data-of-unknown-quality
05_unreliable-data-part-1-solution.en.txt
09_users-table-solution.en.srt
01_error-codes-solution.en.srt
08_answering-ambiguous-questions.en.txt
09_users-table-solution.mp4
02_flexible-data-formats.en.srt
09_users-table-solution.en.txt
01_error-codes-solution.en.txt
07_unreliable-data-part-3-solution.en.srt
04_identifying-unreliable-data-nulls.en.srt
08_answering-ambiguous-questions.en.srt
06_unreliable-data-part-2-solution.en.srt
03_flexible-data-formats-solution.en.srt
02_flexible-data-formats.en.txt
05_unreliable-data-part-1-solution.en.srt
04_identifying-unreliable-data-nulls.en.txt
07_unreliable-data-part-3-solution.en.txt
03_flexible-data-formats-solution.en.txt
06_unreliable-data-part-2-solution.en.txt
01_error-codes-solution.mp4
07_unreliable-data-part-3-solution.mp4
06_unreliable-data-part-2-solution.mp4
02_flexible-data-formats.mp4
03_flexible-data-formats-solution.mp4
05_unreliable-data-part-1-solution.mp4
08_answering-ambiguous-questions.mp4
04_identifying-unreliable-data-nulls.mp4
04_review
01_not-dumb-questions_instructions.html
01_getting-started
02_course-introduction.en.srt
01_a-note-from-uc-davis_instructions.html
02_course-introduction.en.txt
02_course-introduction.mp4
02_creating-clean-datasets
01_creating-clean-datasets
01_creating-clean-datasets-introduction.en.srt
01_creating-clean-datasets-introduction.en.txt
02_tools-of-the-trade-coding-guide-with-sublime-text-optional.en.txt
07_hierarchy-of-data.en.txt
09_create-a-user-snapshot-table-activity-solution.en.srt
06_turn-a-clean-query-into-a-table-activity-solution.en.srt
04_what-is-a-dependency.en.srt
10_partitions-in-hive-optional.en.srt
03_data-types.en.srt
09_create-a-user-snapshot-table-activity-solution.en.txt
08_create-user-info-table.en.srt
06_turn-a-clean-query-into-a-table-activity-solution.en.txt
04_what-is-a-dependency.en.txt
10_partitions-in-hive-optional.en.txt
02_tools-of-the-trade-coding-guide-with-sublime-text-optional.en.srt
05_create-a-view-item-table.en.srt
03_data-types.en.txt
07_hierarchy-of-data.en.srt
08_create-user-info-table.en.txt
05_create-a-view-item-table.en.txt
09_create-a-user-snapshot-table-activity-solution.mp4
06_turn-a-clean-query-into-a-table-activity-solution.mp4
03_data-types.mp4
04_what-is-a-dependency.mp4
10_partitions-in-hive-optional.mp4
08_create-user-info-table.mp4
02_tools-of-the-trade-coding-guide-with-sublime-text-optional.mp4
05_create-a-view-item-table.mp4
07_hierarchy-of-data.mp4
01_creating-clean-datasets-introduction.mp4
03_sql-problem-solving
01_sql-problem-solving
10_product-analysis-solution.en.srt
01_introduction-to-sql-problem-solving.en.txt
10_product-analysis-solution.mp4
04_example-create-an-aggregate-table-with-a-rolling-date-period.en.txt
08_promo-email-solution.en.srt
06_find-each-users-most-recently-viewed-page-for-an-email-campaign.en.txt
07_review-windowing-functions.en.txt
11_coding-with-style.en.txt
05_rolling-orders-solution.en.srt
10_product-analysis-solution.en.txt
08_promo-email-solution.en.txt
09_product-analysis.en.srt
02_map-out-your-joins.en.srt
08_promo-email-solution.mp4
05_rolling-orders-solution.en.txt
03_test-queries-vs-final-queries.en.srt
07_review-windowing-functions.en.srt
06_find-each-users-most-recently-viewed-page-for-an-email-campaign.en.srt
01_introduction-to-sql-problem-solving.en.srt
09_product-analysis.en.txt
02_map-out-your-joins.en.txt
04_example-create-an-aggregate-table-with-a-rolling-date-period.en.srt
11_coding-with-style.en.srt
03_test-queries-vs-final-queries.en.txt
05_rolling-orders-solution.mp4
09_product-analysis.mp4
02_map-out-your-joins.mp4
01_introduction-to-sql-problem-solving.mp4
07_review-windowing-functions.mp4
03_test-queries-vs-final-queries.mp4
06_find-each-users-most-recently-viewed-page-for-an-email-campaign.mp4
11_coding-with-style.mp4
04_example-create-an-aggregate-table-with-a-rolling-date-period.mp4
spark-sql
01_introduction-to-spark
01_getting-started
02_course-introduction.mp4
02_course-introduction.en.srt
01_a-note-from-uc-davis_instructions.html
02_course-introduction.en.txt
02_introduction-to-spark
03_the-databricks-environment.en.srt
06_readings-and-resources_index.html
06_readings-and-resources_sql-programming-guide.html
01_why-distributed-computing.en.srt
02_spark-dataframes.en.srt
06_readings-and-resources_instructions.html
04_sql-in-notebooks.en.srt
06_readings-and-resources_Lessons.dbc
01_why-distributed-computing.en.txt
03_the-databricks-environment.en.txt
02_spark-dataframes.en.txt
05_import-data.en.srt
04_sql-in-notebooks.en.txt
05_import-data.en.txt
03_the-databricks-environment.mp4
04_sql-in-notebooks.mp4
01_why-distributed-computing.mp4
02_spark-dataframes.mp4
05_import-data.mp4
03_queries-in-spark-sql
01_assignment-1-queries-in-spark-sql_instructions.html
03_engineering-data-pipelines
01_engineering-data-pipelines
04_file-formats.en.srt
08_readings_sql-data-sources-jdbc.html
04_file-formats.mp4
02_spark-as-a-connector.en.srt
03_accessing-data.mp4
03_accessing-data.en.srt
06_writing-data.en.srt
07_tables-and-views.en.srt
05_json-schemas-and-types.en.srt
04_file-formats.en.txt
03_accessing-data.en.txt
01_module-introduction.en.txt
08_readings_instructions.html
02_spark-as-a-connector.en.txt
06_writing-data.en.txt
06_writing-data.mp4
05_json-schemas-and-types.en.txt
07_tables-and-views.en.txt
01_module-introduction.en.srt
05_json-schemas-and-types.mp4
07_tables-and-views.mp4
01_module-introduction.mp4
02_spark-as-a-connector.mp4
02_engineering-data-pipelines
01_assignment-3-engineering-data-pipelines_instructions.html
04_data-lakes-warehouses-and-lakehouses
01_data-lakes-warehouses-and-lakehouses
01_module-introduction.mp4
07_continuing-with-spark-and-data-science.en.srt
07_continuing-with-spark-and-data-science.en.txt
02_data-lakes-vs-data-warehouses.en.srt
04_delta-lake.en.srt
06_delta-advanced-features-demo.en.srt
05_delta-lake-demo.en.srt
08_readings_instructions.html
01_module-introduction.en.srt
03_what-is-a-lakehouse.en.srt
07_continuing-with-spark-and-data-science.mp4
01_module-introduction.en.txt
02_data-lakes-vs-data-warehouses.en.txt
06_delta-advanced-features-demo.en.txt
05_delta-lake-demo.en.txt
04_delta-lake.en.txt
03_what-is-a-lakehouse.en.txt
06_delta-advanced-features-demo.mp4
05_delta-lake-demo.mp4
02_data-lakes-vs-data-warehouses.mp4
04_delta-lake.mp4
03_what-is-a-lakehouse.mp4
08_readings_diving-into-delta-lake-dml-internals-update-delete-merge.html
08_readings_diving-into-delta-lake-schema-enforcement-evolution.html
08_readings_diving-into-delta-lake-unpacking-the-transaction-log.html
08_readings_introducing-delta-time-travel-for-large-scale-data-lakes.html
03_course-summary
01_course-summary.mp4
01_course-summary.en.txt
01_course-summary.en.srt
02_lakehouse
01_assignment-4-lakehouse_instructions.html
02_spark-core-concepts
01_spark-core-concepts
06_adaptive-query-execution-aqe.en.srt
06_adaptive-query-execution-aqe.en.txt
03_caching.en.srt
01_module-introduction.en.txt
07_readings_instructions.html
05_spark-ui.en.srt
04_shuffle-partitions.en.srt
02_spark-terminology.en.srt
03_caching.en.txt
05_spark-ui.en.txt
04_shuffle-partitions.en.txt
02_spark-terminology.en.txt
01_module-introduction.en.srt
06_adaptive-query-execution-aqe.mp4
05_spark-ui.mp4
03_caching.mp4
01_module-introduction.mp4
04_shuffle-partitions.mp4
02_spark-terminology.mp4
07_readings_introducing-apache-spark-3-0-now-available-in-databricks-runtime-7-0.html
07_readings_adaptive-query-execution-speeding-up-spark-sql-at-runtime.html
02_spark-internals
01_assignment-2-spark-internals_instructions.html
05_Resources
01_week-1-resource-notebook
01__Lessons.dbc
01__resources.html
sql-data-science-capstone
04_milestone-4-presenting-your-findings-storytelling
01_milestone-4-presenting-your-findings-storytelling
01_milestone-4-introduction.en.txt
02_sample-output-presentation.en.srt
02_sample-output-presentation.en.txt
01_milestone-4-introduction.en.srt
02_sample-output-presentation.mp4
01_milestone-4-introduction.mp4
01_milestone-4-introduction_DSV1070_L04.1.pdf
02_resources
10_date-and-time-strings-examples_Date_and_Time_String_Examples.pdf
13_data-governance-and-profiling_Data_Governance_and_Profiling.pdf
07_module-introduction_Modifying_and_Analyzing_Data_with_SQL.pdf
08_working-with-text-strings.mp4
15_using-sql-for-data-science-part-2.mp4
15_using-sql-for-data-science-part-2.en.txt
14_using-sql-for-data-science-part-1.mp4
14_using-sql-for-data-science-part-1.en.srt
10_date-and-time-strings-examples.mp4
13_data-governance-and-profiling.mp4
08_working-with-text-strings.en.srt
11_case-statements.en.srt
12_views.en.srt
15_using-sql-for-data-science-part-2.en.srt
13_data-governance-and-profiling.en.srt
15_using-sql-for-data-science-part-2_Using_SQL_for_Data_Science_Part_2.pdf
09_working-with-date-and-time-strings.en.srt
10_date-and-time-strings-examples.en.srt
07_module-introduction.en.srt
08_working-with-text-strings.en.txt
11_case-statements.en.txt
12_views.en.txt
14_using-sql-for-data-science-part-1.en.txt
01_resources-on-the-who-what-why-and-how_instructions.html
02_resources-on-audience_instructions.html
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04_finding-the-story_instructions.html
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