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[ ] Udemy - Data Project Fundamentals - Skills and Techniques for Success

  • 收录时间:2022-02-07 05:45:03
  • 文件大小:2GB
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  1. ~Get Your Files Here !/09 - Software Design/003 Optional_ Data Migration and Historical Data.mp4 99MB
  2. ~Get Your Files Here !/10 - Testing and Troubleshooting/001 Data Troubleshooting and Unit Testing.mp4 80MB
  3. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Transaction.csv 78MB
  4. ~Get Your Files Here !/06 - Development/001 Structured Query Language (SQL)_ Joins.mp4 73MB
  5. ~Get Your Files Here !/10 - Testing and Troubleshooting/005 Data Validation and Reconciliation.mp4 72MB
  6. ~Get Your Files Here !/07 - Data Modelling/004 Data Modelling.mp4 69MB
  7. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/005 Data Solution Design Part 2.mp4 64MB
  8. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/005 Solutions_ Implement Further Transformations.mp4 63MB
  9. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/007 Solutions_ Star Schema Joins.mp4 62MB
  10. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/001 Further Data Profiling.mp4 59MB
  11. ~Get Your Files Here !/09 - Software Design/002 Example_ Structuring Code.mp4 59MB
  12. ~Get Your Files Here !/11 - Implementing Changes/003 Solution_ Implement an Offer Dimension.mp4 58MB
  13. ~Get Your Files Here !/09 - Software Design/001 Program Design Principles.mp4 57MB
  14. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/002 Further Data Profiling Using a Jupyter Notebook.mp4 51MB
  15. ~Get Your Files Here !/06 - Development/003 SQL_ Aggregate Functions and Window Functions.mp4 43MB
  16. ~Get Your Files Here !/07 - Data Modelling/001 Introduction to Data Modelling.mp4 43MB
  17. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/003 Data Mapping and Transformations.mp4 42MB
  18. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/001 Data Solution Design Part 1.mp4 41MB
  19. ~Get Your Files Here !/03 - Introduction to Data Profiling/001 Introduction to Data Profiling.mp4 41MB
  20. ~Get Your Files Here !/11 - Implementing Changes/001 Implementing Changes.mp4 37MB
  21. ~Get Your Files Here !/06 - Development/002 SQL_ Set Operators.mp4 36MB
  22. ~Get Your Files Here !/06 - Development/006 Solutions_ SQL Grouping and Window Functions.mp4 35MB
  23. ~Get Your Files Here !/06 - Development/004 SQL Joins Using Pandas.mp4 32MB
  24. ~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/001 Course Introduction.mp4 30MB
  25. ~Get Your Files Here !/10 - Testing and Troubleshooting/003 Example_ Add Unit Tests.mp4 27MB
  26. ~Get Your Files Here !/07 - Data Modelling/003 Solution_ Create a Basket Table.mp4 25MB
  27. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/004 Python Basics.mp4 25MB
  28. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/002 Example_ Create the Item Fact Table.mp4 23MB
  29. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/004 Solution_ Dimension Tables Exercise.mp4 21MB
  30. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/001 Introduction to Jupyter Notebooks.mp4 19MB
  31. ~Get Your Files Here !/03 - Introduction to Data Profiling/004 Solutions_ Profiling Questions Against the Transactional Data.mp4 17MB
  32. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/008 Example_ Dimension Snapshots.mp4 17MB
  33. ~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/002 Course Overview.mp4 16MB
  34. ~Get Your Files Here !/10 - Testing and Troubleshooting/002 Example_ Create Test Data.mp4 16MB
  35. ~Get Your Files Here !/03 - Introduction to Data Profiling/002 Example_ Data Profiling Using Power Query and Google Sheets.mp4 15MB
  36. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/003 Jupyter Notebook Basics.mp4 12MB
  37. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/006 Exercises_ Star Schema Joins.mp4 12MB
  38. ~Get Your Files Here !/11 - Implementing Changes/002 Exercise_ Implement an Offer Dimension.mp4 9MB
  39. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/003 Exercise_ Dimension Tables.mp4 8MB
  40. ~Get Your Files Here !/06 - Development/005 Exercises_ SQL Grouping and Window Functions.mp4 6MB
  41. ~Get Your Files Here !/03 - Introduction to Data Profiling/003 Exercises_ Profiling Questions Against the Transactional Data.mp4 6MB
  42. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/004 Exercises_ Implement Further Transformations.mp4 6MB
  43. ~Get Your Files Here !/07 - Data Modelling/002 Exercise_ Create a Basket Table.mp4 5MB
  44. ~Get Your Files Here !/12 - Wrap Up/001 Congratulations_.mp4 5MB
  45. ~Get Your Files Here !/10 - Testing and Troubleshooting/004 Optional Exercise_ Add Further Unit Tests.mp4 3MB
  46. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Transaction-sample.csv 2MB
  47. ~Get Your Files Here !/02 - Course Data and Code Download/Transformations.ipynb 42KB
  48. ~Get Your Files Here !/02 - Course Data and Code Download/Profiling.ipynb 31KB
  49. ~Get Your Files Here !/02 - Course Data and Code Download/SQL-Joins.ipynb 26KB
  50. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Table.ipynb 21KB
  51. ~Get Your Files Here !/02 - Course Data and Code Download/SQL-Window-Functions.ipynb 21KB
  52. ~Get Your Files Here !/09 - Software Design/003 Optional_ Data Migration and Historical Data_en.srt 20KB
  53. ~Get Your Files Here !/10 - Testing and Troubleshooting/001 Data Troubleshooting and Unit Testing_en.srt 19KB
  54. ~Get Your Files Here !/07 - Data Modelling/004 Data Modelling_en.srt 18KB
  55. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/005 Solutions_ Implement Further Transformations_en.srt 17KB
  56. ~Get Your Files Here !/10 - Testing and Troubleshooting/005 Data Validation and Reconciliation_en.srt 16KB
  57. ~Get Your Files Here !/06 - Development/001 Structured Query Language (SQL)_ Joins_en.srt 16KB
  58. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/002 Further Data Profiling Using a Jupyter Notebook_en.srt 16KB
  59. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Item-Fact.ipynb 15KB
  60. ~Get Your Files Here !/09 - Software Design/001 Program Design Principles_en.srt 14KB
  61. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/005 Data Solution Design Part 2_en.srt 14KB
  62. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Fact.ipynb 13KB
  63. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/001 Further Data Profiling_en.srt 13KB
  64. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Test-Data.ipynb 13KB
  65. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Product-Dim.ipynb 13KB
  66. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/004 Python Basics_en.srt 11KB
  67. ~Get Your Files Here !/06 - Development/003 SQL_ Aggregate Functions and Window Functions_en.srt 11KB
  68. ~Get Your Files Here !/07 - Data Modelling/001 Introduction to Data Modelling_en.srt 11KB
  69. ~Get Your Files Here !/11 - Implementing Changes/003 Solution_ Implement an Offer Dimension_en.srt 10KB
  70. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/001 Data Solution Design Part 1_en.srt 10KB
  71. ~Get Your Files Here !/03 - Introduction to Data Profiling/001 Introduction to Data Profiling_en.srt 10KB
  72. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/007 Solutions_ Star Schema Joins_en.srt 10KB
  73. ~Get Your Files Here !/06 - Development/006 Solutions_ SQL Grouping and Window Functions_en.srt 9KB
  74. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/003 Data Mapping and Transformations_en.srt 9KB
  75. ~Get Your Files Here !/06 - Development/004 SQL Joins Using Pandas_en.srt 9KB
  76. ~Get Your Files Here !/09 - Software Design/002 Example_ Structuring Code_en.srt 9KB
  77. ~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/001 Course Introduction_en.srt 9KB
  78. ~Get Your Files Here !/06 - Development/002 SQL_ Set Operators_en.srt 8KB
  79. ~Get Your Files Here !/11 - Implementing Changes/001 Implementing Changes_en.srt 8KB
  80. ~Get Your Files Here !/02 - Course Data and Code Download/Refactor-Basket-Fact.ipynb 8KB
  81. ~Get Your Files Here !/02 - Course Data and Code Download/Dimension-Snapshot.ipynb 8KB
  82. ~Get Your Files Here !/02 - Course Data and Code Download/Schema-Queries.ipynb 7KB
  83. ~Get Your Files Here !/07 - Data Modelling/003 Solution_ Create a Basket Table_en.srt 7KB
  84. ~Get Your Files Here !/03 - Introduction to Data Profiling/002 Example_ Data Profiling Using Power Query and Google Sheets_en.srt 7KB
  85. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Store-Dim.ipynb 6KB
  86. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/002 Example_ Create the Item Fact Table_en.srt 6KB
  87. ~Get Your Files Here !/01 - Course Introduction_ Data Project Fundamentals/002 Course Overview_en.srt 6KB
  88. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/003 Jupyter Notebook Basics_en.srt 6KB
  89. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/001 Introduction to Jupyter Notebooks_en.srt 5KB
  90. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Basket-Fact-From-Functions.ipynb 5KB
  91. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/004 Solution_ Dimension Tables Exercise_en.srt 5KB
  92. ~Get Your Files Here !/02 - Course Data and Code Download/Run-Item-Fact-Unit-Tests.ipynb 5KB
  93. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/008 Example_ Dimension Snapshots_en.srt 5KB
  94. ~Get Your Files Here !/03 - Introduction to Data Profiling/004 Solutions_ Profiling Questions Against the Transactional Data_en.srt 5KB
  95. ~Get Your Files Here !/02 - Course Data and Code Download/Create-Offer-Dimension.ipynb 5KB
  96. ~Get Your Files Here !/10 - Testing and Troubleshooting/003 Example_ Add Unit Tests_en.srt 5KB
  97. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product_20210106.csv 5KB
  98. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product_20210107.csv 5KB
  99. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Product.csv 4KB
  100. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store.csv 4KB
  101. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store_20210107.csv 4KB
  102. ~Get Your Files Here !/10 - Testing and Troubleshooting/002 Example_ Create Test Data_en.srt 4KB
  103. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Store_20210106.csv 4KB
  104. ~Get Your Files Here !/02 - Course Data and Code Download/Refactor-Item-Fact.ipynb 3KB
  105. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/006 Exercises_ Star Schema Joins_en.srt 3KB
  106. ~Get Your Files Here !/02 - Course Data and Code Download/Add-Basket-Table-Unit-Tests.ipynb 3KB
  107. ~Get Your Files Here !/02 - Course Data and Code Download/create_item_fact.py 3KB
  108. ~Get Your Files Here !/12 - Wrap Up/001 Congratulations__en.srt 2KB
  109. ~Get Your Files Here !/02 - Course Data and Code Download/refactor_basket_fact.py 2KB
  110. ~Get Your Files Here !/08 - Data Solution Design (Data Only)/003 Exercise_ Dimension Tables_en.srt 2KB
  111. ~Get Your Files Here !/11 - Implementing Changes/002 Exercise_ Implement an Offer Dimension_en.srt 2KB
  112. ~Get Your Files Here !/06 - Development/005 Exercises_ SQL Grouping and Window Functions_en.srt 1KB
  113. ~Get Your Files Here !/03 - Introduction to Data Profiling/003 Exercises_ Profiling Questions Against the Transactional Data_en.srt 1KB
  114. ~Get Your Files Here !/05 - Further Data Profiling, Data Mapping & Data Transformation/004 Exercises_ Implement Further Transformations_en.srt 1KB
  115. ~Get Your Files Here !/02 - Course Data and Code Download/create_offer_dimension.py 1KB
  116. ~Get Your Files Here !/07 - Data Modelling/002 Exercise_ Create a Basket Table_en.srt 958B
  117. ~Get Your Files Here !/10 - Testing and Troubleshooting/004 Optional Exercise_ Add Further Unit Tests_en.srt 721B
  118. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/002 Install Anaconda (for Jupyter).html 576B
  119. ~Get Your Files Here !/02 - Course Data and Code Download/jupyter-intro.ipynb 555B
  120. ~Get Your Files Here !/02 - Course Data and Code Download/001 Course Data & Code Download.html 375B
  121. ~Get Your Files Here !/Bonus Resources.txt 357B
  122. ~Get Your Files Here !/02 - Course Data and Code Download/source-data/Offer.csv 305B
  123. ~Get Your Files Here !/02 - Course Data and Code Download/common.py 202B
  124. Get Bonus Downloads Here.url 182B
  125. ~Get Your Files Here !/04 - Setting Up and Using Jupyter Notebooks/external-assets-links.txt 91B