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[FreeCourseSite.com] Udemy - Data Warehouse - The Ultimate Guide

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视频 2025-11-21 17:18 2025-11-23 17:46 16 3.35 GB 99
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FreeCourseSite com Udemy - Data Warehouse - The Ultimate Guide

文件列表
  1. 1 - Intro/1 - Welcome.mp439.3MB
  2. 1 - Intro/2 - How this course works.mp430.44MB
  3. 1 - Intro/3 - What do you learn in this course.mp421.06MB
  4. 10 - Case Study Creating a Data Warehouse/79 - Plan of attack.mp412.15MB
  5. 10 - Case Study Creating a Data Warehouse/80 - Source data & table design.mp474.33MB
  6. 10 - Case Study Creating a Data Warehouse/81 - Setting up the tables in database.mp419.46MB
  7. 10 - Case Study Creating a Data Warehouse/82 - Staging Sales Fact.mp447MB
  8. 10 - Case Study Creating a Data Warehouse/83 - Staging job & fixing problems.mp450.14MB
  9. 10 - Case Study Creating a Data Warehouse/84 - Load Payment Dimension.mp433.28MB
  10. 10 - Case Study Creating a Data Warehouse/85 - Transform & Load Sales Fact.mp472.44MB
  11. 10 - Case Study Creating a Data Warehouse/86 - Transform & Load job.mp423.55MB
  12. 10 - Case Study Creating a Data Warehouse/87 - Final ETL job & Incremental Load.mp452.97MB
  13. 11 - ETL vs ELT/88 - What is an ELT.mp436.37MB
  14. 11 - ETL vs ELT/89 - ETL vs ETL.mp427.1MB
  15. 12 - Using a Data Warehouse/90 - What are the common use cases.mp423.28MB
  16. 12 - Using a Data Warehouse/91 - Connecting the DWH to Power BI.mp462.57MB
  17. 13 - Optimizing a Data Warehouse/92 - Using indexes.mp428.5MB
  18. 13 - Optimizing a Data Warehouse/93 - Btree indexes.mp416.41MB
  19. 13 - Optimizing a Data Warehouse/94 - Bitmap indexes.mp422.5MB
  20. 13 - Optimizing a Data Warehouse/95 - Guidelines for indexes.mp441.12MB
  21. 13 - Optimizing a Data Warehouse/96 - Demo Setting indexes.mp428.19MB
  22. 14 - The Modern Data Warehouses/100 - Columnar storage.mp429.54MB
  23. 14 - The Modern Data Warehouses/97 - Cloud vs onpremise.mp416.03MB
  24. 14 - The Modern Data Warehouses/98 - Benefits cloud vs onpremise.mp435.5MB
  25. 14 - The Modern Data Warehouses/99 - Massive parallel processing.mp437.43MB
  26. 2 - Data Warehouse Basics/10 - Setting up Pentaho ETL tool.mp430.39MB
  27. 2 - Data Warehouse Basics/11 - Setting up PostgreSQL Database system.mp439.21MB
  28. 2 - Data Warehouse Basics/5 - Why a data warehouse.mp429.71MB
  29. 2 - Data Warehouse Basics/6 - What is a data warehouse.mp425.78MB
  30. 2 - Data Warehouse Basics/7 - What is Business Intelligence.mp418.04MB
  31. 2 - Data Warehouse Basics/8 - Data Lake or Data Warehouse.mp434.26MB
  32. 2 - Data Warehouse Basics/9 - Demos & Handson.mp413.67MB
  33. 3 - Data Warehouse Architecture/12 - 3 Layers of a Data Warehouse.mp442.45MB
  34. 3 - Data Warehouse Architecture/13 - Staging area.mp448.95MB
  35. 3 - Data Warehouse Architecture/14 - Demo Setting up the staging area.mp421.71MB
  36. 3 - Data Warehouse Architecture/15 - Data Marts.mp440.1MB
  37. 3 - Data Warehouse Architecture/16 - Relational databases.mp437.82MB
  38. 3 - Data Warehouse Architecture/17 - InMemory databases.mp437.24MB
  39. 3 - Data Warehouse Architecture/18 - Cubes.mp444.31MB
  40. 3 - Data Warehouse Architecture/19 - Operational Data Storage.mp444.11MB
  41. 3 - Data Warehouse Architecture/20 - Summary.mp427.51MB
  42. 4 - Dimensional Modeling/21 - What is dimensional modeling.mp419.02MB
  43. 4 - Dimensional Modeling/22 - Why dimensional modeling.mp428.76MB
  44. 4 - Dimensional Modeling/23 - Facts.mp427.74MB
  45. 4 - Dimensional Modeling/24 - Dimensions.mp425.13MB
  46. 4 - Dimensional Modeling/25 - Star schema.mp450.66MB
  47. 4 - Dimensional Modeling/26 - Snowflake schema.mp433.74MB
  48. 4 - Dimensional Modeling/27 - Demo Product & Category dimension snowflaked.mp473.12MB
  49. 5 - Facts/28 - Additivity.mp462.54MB
  50. 5 - Facts/29 - Nulls in facts.mp425.41MB
  51. 5 - Facts/30 - YeartoDate facts.mp419.02MB
  52. 5 - Facts/31 - Types of fact tables.mp42.48MB
  53. 5 - Facts/32 - Transactional fact tables.mp425.16MB
  54. 5 - Facts/33 - Periodic fact tables.mp426.49MB
  55. 5 - Facts/34 - Accumulating snapshots.mp430.85MB
  56. 5 - Facts/35 - Comparing fact table types.mp418.33MB
  57. 5 - Facts/36 - Factless fact tables.mp424.82MB
  58. 5 - Facts/37 - Steps in designing fact tables.mp432.63MB
  59. 5 - Facts/38 - Surrogate Keys.mp437.21MB
  60. 5 - Facts/39 - Case Study The Project.mp431.44MB
  61. 5 - Facts/40 - Case Study Identify the business process.mp411.87MB
  62. 5 - Facts/41 - Case Study Define the grain.mp423.51MB
  63. 5 - Facts/42 - Case Study Identify the dimensions.mp428.78MB
  64. 5 - Facts/43 - Case Study Identify the facts.mp443.97MB
  65. 6 - Dimensions/44 - Dimension tables.mp448.87MB
  66. 6 - Dimensions/45 - Date dimensions.mp449.36MB
  67. 6 - Dimensions/46 - Nulls in dimensions.mp438.06MB
  68. 6 - Dimensions/47 - Hierarchies in dimensions.mp434.15MB
  69. 6 - Dimensions/48 - Conformed dimensions.mp436.35MB
  70. 6 - Dimensions/49 - Degenerate dimensions.mp424.24MB
  71. 6 - Dimensions/50 - Junk dimension.mp446.78MB
  72. 6 - Dimensions/51 - Roleplaying dimension.mp436.65MB
  73. 6 - Dimensions/52 - Case Study Date dimension.mp443.83MB
  74. 7 - Slowly Changing Dimensions/53 - What are slowly changing dimensions.mp417.8MB
  75. 7 - Slowly Changing Dimensions/54 - Type 0 Original.mp410.02MB
  76. 7 - Slowly Changing Dimensions/55 - Type 1 Overwrite.mp427.25MB
  77. 7 - Slowly Changing Dimensions/56 - Type 2 Additional row.mp440.61MB
  78. 7 - Slowly Changing Dimensions/57 - Administrating Type 2 dimensions.mp443.2MB
  79. 7 - Slowly Changing Dimensions/58 - Mixing Type 1 & Type 2.mp415.91MB
  80. 7 - Slowly Changing Dimensions/59 - Type 3 Additional attribute.mp443.72MB
  81. 8 - ETL process/60 - Understanding the ETL process.mp440.67MB
  82. 8 - ETL process/61 - Extract.mp416.27MB
  83. 8 - ETL process/62 - Initial Load.mp417.58MB
  84. 8 - ETL process/63 - Delta Load.mp441.87MB
  85. 8 - ETL process/64 - Load Workflow.mp426.93MB
  86. 8 - ETL process/65 - Demo Quick Intro to Pentaho.mp457.85MB
  87. 8 - ETL process/66 - Demo Setting up tables in SQL.mp429.1MB
  88. 8 - ETL process/67 - Demo Initial Load example.mp463.72MB
  89. 8 - ETL process/68 - Demo Delta Load example.mp471.84MB
  90. 8 - ETL process/69 - Transforming data.mp429.27MB
  91. 8 - ETL process/70 - Basic Transformations.mp443.63MB
  92. 8 - ETL process/71 - Advanced Transformations.mp455.95MB
  93. 8 - ETL process/72 - Demo Planning next steps.mp432.22MB
  94. 8 - ETL process/73 - Demo Table setup & Complete Staging.mp455.25MB
  95. 8 - ETL process/74 - Demo Transform.mp449.93MB
  96. 8 - ETL process/75 - Demo Load & Validate results.mp440.28MB
  97. 8 - ETL process/76 - Scheduling jobs.mp431.83MB
  98. 9 - ETL tools/77 - ETL tools.mp425.49MB
  99. 9 - ETL tools/78 - Choosing the right ETL tool.mp430.05MB
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