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Learn SQL Basics for Data Science Specialization

Learn SQL Basics for Data Science Specialization

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Description
Description

This Specialization is intended for a learner with no previous coding experience seeking to develop SQL query fluency. Through four progressively more difficult SQL projects with data science applications, you will cover topics such as SQL basics, data wrangling, SQL analysis, AB testing, distributed computing using Apache Spark, Delta Lake and more. These topics will prepare you to apply SQL creatively to analyze and explore data; demonstrate efficiency in writing queries; create data analysis datasets; conduct feature engineering, use SQL with other data analysis and machine learning toolsets; and use SQL with unstructured data sets.

Last Updated 6/2023

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  • Learn SQL Basics for Data Science Specialization
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  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/02_course-dataset/01_introduction-of-data-of-unknown-quality.en.txt 1.7 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/02_course-dataset/02_connecting-to-mode-analytics_instructions.html 1.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/02_course-dataset/03_introduction-to-the-course-dataset.en.srt 17.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/01_error-codes-solution.en.srt 17.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/05_unreliable-data-part-1-solution.en.txt 2.2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/08_answering-ambiguous-questions.en.txt 3.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/09_users-table-solution.en.srt 20.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/03_data-of-unknown-quality/09_users-table-solution.mp4 27.3 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/01_data-of-unknown-quality/04_review/01_not-dumb-questions_instructions.html 1.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/02_creating-clean-datasets/01_creating-clean-datasets/01_creating-clean-datasets-introduction.en.srt 2.2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/02_creating-clean-datasets/01_creating-clean-datasets/01_creating-clean-datasets-introduction.en.txt 1.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/02_creating-clean-datasets/01_creating-clean-datasets/02_tools-of-the-trade-coding-guide-with-sublime-text-optional.en.txt 2.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/02_creating-clean-datasets/01_creating-clean-datasets/07_hierarchy-of-data.en.txt 2.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/02_creating-clean-datasets/01_creating-clean-datasets/09_create-a-user-snapshot-table-activity-solution.en.srt 15.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/01_introduction-to-sql-problem-solving.en.txt 2.2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/04_example-create-an-aggregate-table-with-a-rolling-date-period.en.txt 2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/06_find-each-users-most-recently-viewed-page-for-an-email-campaign.en.txt 2.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/07_review-windowing-functions.en.txt 2.7 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/08_promo-email-solution.en.srt 14.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/10_product-analysis-solution.en.srt 17.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/03_sql-problem-solving/01_sql-problem-solving/10_product-analysis-solution.mp4 27.9 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/01_how-is-ab-testing-used.en.srt 4.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/02_statistics-refresher-optional.en.srt 15.8 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/02_statistics-refresher-optional.mp4 27 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/03_test-assignments.en.srt 11.2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/01_case-study-ab-testing/05_create-a-new-metric.en.srt 9.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/data-wrangling-analysis-abtesting/04_case-study-ab-testing/02_final-project/01_peer-review-overview_Peer_Review_Assignments.pdf 105.8 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/01_introduction-to-spark/01_getting-started/02_course-introduction.mp4 34.1 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/01_introduction-to-spark/02_introduction-to-spark/01_why-distributed-computing.en.srt 15.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/01_introduction-to-spark/02_introduction-to-spark/03_the-databricks-environment.en.srt 14.8 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/01_introduction-to-spark/02_introduction-to-spark/06_readings-and-resources_index.html 28.6 KB
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  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/02_spark-core-concepts/01_spark-core-concepts/06_adaptive-query-execution-aqe.en.srt 16.7 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/02_spark-as-a-connector.en.srt 15.7 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/03_accessing-data.en.srt 15.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/03_accessing-data.mp4 28.3 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/04_file-formats.en.srt 18.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/04_file-formats.mp4 30.1 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/03_engineering-data-pipelines/01_engineering-data-pipelines/08_readings_sql-data-sources-jdbc.html 53.9 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/04_data-lakes-warehouses-and-lakehouses/01_data-lakes-warehouses-and-lakehouses/01_module-introduction.mp4 33.4 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/04_data-lakes-warehouses-and-lakehouses/01_data-lakes-warehouses-and-lakehouses/07_continuing-with-spark-and-data-science.en.srt 22.1 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/spark-sql/04_data-lakes-warehouses-and-lakehouses/03_course-summary/01_course-summary.mp4 33.4 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/02_milestone-2-descriptive-stats-understanding-your-data/02_resources/01_statistics-refresher-optional.en.srt 15.8 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/02_milestone-2-descriptive-stats-understanding-your-data/02_resources/01_statistics-refresher-optional.mp4 27 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/02_milestone-2-descriptive-stats-understanding-your-data/02_resources/02_additional-resources_descriptive-statistics-in-sql.html 17.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/02_milestone-2-descriptive-stats-understanding-your-data/02_resources/02_additional-resources_how-to-quickly-create-histogram-in.html 79.9 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/01_milestone-4-presenting-your-findings-storytelling/01_milestone-4-introduction.en.txt 1.8 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/07_module-introduction_Modifying_and_Analyzing_Data_with_SQL.pdf 243.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/08_working-with-text-strings.mp4 28.9 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/10_date-and-time-strings-examples_Date_and_Time_String_Examples.pdf 473 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/13_data-governance-and-profiling_Data_Governance_and_Profiling.pdf 386.9 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/15_using-sql-for-data-science-part-2.en.txt 5.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-data-science-capstone/04_milestone-4-presenting-your-findings-storytelling/02_resources/15_using-sql-for-data-science-part-2.mp4 28.2 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/01_getting-started/01_course-introduction.en.txt 4.1 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/02_what-is-sql-anyway.en.srt 10.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/02_what-is-sql-anyway.mp4 30 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/06_retrieving-data-with-a-select-statement_Retrieving_Data_with_a_Select_Statement.pdf 496.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/10_lets-practice_quiz.html 63.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/12_summary_Module_1_Summary.pdf 293.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/13_sql-overview_index.htm 30.9 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/02_selecting-and-retrieving-data-with-sql/14_data-modeling-and-er-diagrams_dataModeling101.html 150.3 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/03_review/01_module-1-quiz_exam.html 128.4 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/01_getting-started-and-selecting-retrieving-data-with-sql/03_review/02_module-1-coding-questions_exam.html 3.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/02_basics-of-filtering-with-sql.mp4 33.5 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/04_using-wildcards-in-sql.mp4 32.5 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/06_math-operations_Math_Operations.pdf 392.5 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/07_aggregate-functions.en.srt 9.9 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/11_sql-for-various-data-science-languages_sql-programming-guide.html 16.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/02_filtering-sorting-and-calculating-data-with-sql/01_filtering-sorting-and-calculating-data-with-sql/11_sql-for-various-data-science-languages_sqldf.pdf 114.7 KB
  • [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/02_using-subqueries_Using_Subqueries.pdf 490.5 KB
  • [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/04_joining-tables-an-introduction_Joining_Tables_An_Introduction.pdf 292.1 KB
  • [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/06_inner-joins.en.srt 10.3 KB
  • [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/06_inner-joins.mp4 29.2 MB
  • [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.en.srt 10.2 KB
  • [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 35.4 MB
  • [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/09_unions.en.srt 7.5 KB
  • [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/09_unions_Unions.pdf 465.9 KB
  • [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/11_summary.en.srt 8.6 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/03_subqueries-and-joins-in-sql/02_review-and-practice/01_module-3-quiz_exam.html 37.2 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/04_modifying-and-analyzing-data-with-sql/01_modifying-and-analyzing-data-with-sql/02_working-with-text-strings.mp4 28.9 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/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 473 KB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/04_modifying-and-analyzing-data-with-sql/01_modifying-and-analyzing-data-with-sql/09_using-sql-for-data-science-part-2.mp4 28.2 MB
  • [TutsNode.net] - Learn SQL Basics for Data Science Specialization/sql-for-data-science/04_modifying-and-analyzing-data-with-sql/03_peer-review-assignment/02_data-scientist-role-play-profiling-and-analyzing-the-yelp-dataset_peer_assignment_instructions.html 215.4 KB

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