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[FreeCourseSite.com] Udemy - Azure Databricks & Spark For Data Engineers (PySpark SQL)

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FreeCourseSite com Udemy - Azure Databricks & Spark For Data Engineers PySpark SQL

文件列表
  1. 01 - Introduction/001 Course Introduction.mp430.09MB
  2. 01 - Introduction/002 Course Structure.mp419.35MB
  3. 02 - Azure Subscription (Optional)/001 Creating Azure Free Account.mp435.88MB
  4. 02 - Azure Subscription (Optional)/002 Azure Portal Overview.mp410.99MB
  5. 03 - Azure Databricks Overview/001 Introduction to Azure Databricks.mp434.48MB
  6. 03 - Azure Databricks Overview/002 Creating Azure Databricks Service.mp437.48MB
  7. 03 - Azure Databricks Overview/003 Databricks User Interface Overview.mp415.25MB
  8. 03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview.mp48.65MB
  9. 04 - Databricks Clusters/001 Section Overview.mp42MB
  10. 04 - Databricks Clusters/003 Azure Databricks Cluster Types.mp411.29MB
  11. 04 - Databricks Clusters/004 Azure Databricks Cluster Configuration.mp433.31MB
  12. 04 - Databricks Clusters/005 Creating Azure Databricks Cluster.mp431.56MB
  13. 04 - Databricks Clusters/006 Azure Databricks Pricing.mp438.22MB
  14. 04 - Databricks Clusters/007 Azure Cost Control.mp422.4MB
  15. 04 - Databricks Clusters/008 Azure Databricks Cluster Pool.mp410.21MB
  16. 04 - Databricks Clusters/009 Azure Databricks Cluster Policy.mp435.29MB
  17. 05 - Databricks Notebooks/001 Section Overview.mp41.12MB
  18. 05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction.mp421.43MB
  19. 05 - Databricks Notebooks/003 Magic commands.mp415.1MB
  20. 05 - Databricks Notebooks/004 Databricks Utilities.mp439.57MB
  21. 05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks.mp410.44MB
  22. 05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files.mp46.16MB
  23. 06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview.mp49.46MB
  24. 06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2.mp422.48MB
  25. 06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview.mp411.96MB
  26. 06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys.mp426.91MB
  27. 06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token.mp441.39MB
  28. 06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal.mp464.57MB
  29. 06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication.mp428.29MB
  30. 06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough.mp418.07MB
  31. 06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project.mp47.67MB
  32. 07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview.mp44.7MB
  33. 07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault.mp415.83MB
  34. 07 - Securing Access to Azure Data Lake/003 Creating Secret Scope.mp49.8MB
  35. 07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility.mp411.31MB
  36. 07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks.mp410.6MB
  37. 07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp425.48MB
  38. 07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters.mp414.89MB
  39. 08 - Mounting Data Lake Container to Databricks/001 Section Overview.mp4721KB
  40. 08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS).mp425.32MB
  41. 08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview.mp48.41MB
  42. 08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2.mp463.02MB
  43. 08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp446.68MB
  44. 09 - Formula1 Project Overview/001 Section Overview.mp42.48MB
  45. 09 - Formula1 Project Overview/002 Formula1 Data Overview.mp439.11MB
  46. 09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake.mp49.12MB
  47. 09 - Formula1 Project Overview/004 Project Requirement Overview.mp410.35MB
  48. 09 - Formula1 Project Overview/005 Solution Architecture Overview.mp454.74MB
  49. 10 - Spark Introduction/001 Spark Cluster Architecture.mp47.16MB
  50. 10 - Spark Introduction/002 Dataframe & Data Source API Overview.mp44.71MB
  51. 11 - Data Ingestion - CSV/001 Data Ingestion Overview.mp46.69MB
  52. 11 - Data Ingestion - CSV/002 Circuits File - Requirements.mp45.68MB
  53. 11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader.mp457.56MB
  54. 11 - Data Ingestion - CSV/004 Circuits File - Specify Schema.mp465.95MB
  55. 11 - Data Ingestion - CSV/005 Circuits File - Select Columns.mp439.6MB
  56. 11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed.mp49.52MB
  57. 11 - Data Ingestion - CSV/007 Circuits File - WithColumn.mp433.14MB
  58. 11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer.mp427.11MB
  59. 11 - Data Ingestion - CSV/009 Races File - Requirements.mp46.34MB
  60. 11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment).mp474.99MB
  61. 11 - Data Ingestion - CSV/011 Races File - Partitioning.mp425.12MB
  62. 12 - Data Ingestion - JSON/001 Constructors File - Requirements.mp424.36MB
  63. 12 - Data Ingestion - JSON/002 Constructors File - Read Data.mp413.81MB
  64. 12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data.mp441.34MB
  65. 12 - Data Ingestion - JSON/004 Drivers File - Requirements.mp49.67MB
  66. 12 - Data Ingestion - JSON/005 Drivers File - Spark Program.mp442.03MB
  67. 12 - Data Ingestion - JSON/006 Results File - Requirements.mp420.3MB
  68. 12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment).mp49.35MB
  69. 12 - Data Ingestion - JSON/008 Pitstops File - Requirements.mp45.74MB
  70. 12 - Data Ingestion - JSON/009 Pitstops File - Spark Program.mp418.3MB
  71. 13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements.mp49.93MB
  72. 13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program.mp429.71MB
  73. 13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements.mp44.59MB
  74. 13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment).mp49.62MB
  75. 14 - Databricks Workflows/001 Section Overview.mp41.56MB
  76. 14 - Databricks Workflows/002 Including a Child Notebook.mp442.47MB
  77. 14 - Databricks Workflows/003 Passing Parameters to Notebooks.mp419.62MB
  78. 14 - Databricks Workflows/004 Notebook Workflows.mp418.93MB
  79. 14 - Databricks Workflows/005 Databricks Jobs.mp423.61MB
  80. 15 - Filter & Join Transformations/001 Section Overview.mp41.42MB
  81. 15 - Filter & Join Transformations/002 Filter Transformation.mp436.69MB
  82. 15 - Filter & Join Transformations/003 Join Transformation - Inner Join.mp450.35MB
  83. 15 - Filter & Join Transformations/004 Join Transformation - Outer Join.mp440.96MB
  84. 15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins.mp436.14MB
  85. 15 - Filter & Join Transformations/006 Join Race Results - Requirement.mp415.76MB
  86. 15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment).mp418.83MB
  87. 15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment).mp469.88MB
  88. 16 - Aggregations/001 Section Overview.mp41.01MB
  89. 16 - Aggregations/002 Simple Aggregate functions.mp435.9MB
  90. 16 - Aggregations/003 Group By.mp457.45MB
  91. 16 - Aggregations/004 Window Functions.mp432.38MB
  92. 16 - Aggregations/005 Driver Standings.mp465.31MB
  93. 16 - Aggregations/006 Constructor Standings (Assignment).mp411.15MB
  94. 17 - Using SQL in Spark Applications/001 Local Temp View.mp434.65MB
  95. 17 - Using SQL in Spark Applications/002 Global Temp View.mp429.51MB
  96. 18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction.mp45.16MB
  97. 18 - Spark SQL - Databases Tables Views/002 Databases.mp429.84MB
  98. 18 - Spark SQL - Databases Tables Views/003 Managed Tables.mp436.24MB
  99. 18 - Spark SQL - Databases Tables Views/004 External Tables.mp449.49MB
  100. 18 - Spark SQL - Databases Tables Views/005 Views.mp446.31MB
  101. 18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement.mp43.31MB
  102. 18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source.mp427.63MB
  103. 18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source.mp439.6MB
  104. 18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source.mp428.57MB
  105. 18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data).mp446.61MB
  106. 18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment.mp48.99MB
  107. 19 - Spark SQL - Filters Joins Aggregations/001 Section Overview.mp41.47MB
  108. 19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics.mp434.04MB
  109. 19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions.mp437.16MB
  110. 19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions.mp427.54MB
  111. 19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins.mp485.73MB
  112. 20 - Spark SQL - Analysis/001 Introduction.mp41.77MB
  113. 20 - Spark SQL - Analysis/002 Create Race Results table.mp436.37MB
  114. 20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis.mp450.36MB
  115. 20 - Spark SQL - Analysis/004 Dominant Teams - Analysis.mp48.38MB
  116. 20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation.mp438.05MB
  117. 20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation.mp432.84MB
  118. 20 - Spark SQL - Analysis/007 Create dashboards - Drivers.mp417.53MB
  119. 20 - Spark SQL - Analysis/008 Create dashboards - Teams.mp47.54MB
  120. 21 - Incremental Load/001 Section Overview.mp41005.23KB
  121. 21 - Incremental Load/002 Data Loading Design Patterns.mp414.19MB
  122. 21 - Incremental Load/003 Formula1 Project Scenario.mp414.91MB
  123. 21 - Incremental Load/004 Formula1 Project Data Set-up.mp49.28MB
  124. 21 - Incremental Load/005 Full Refresh Implementation.mp438MB
  125. 21 - Incremental Load/006 Incremental Load - Method 1.mp4104.67MB
  126. 21 - Incremental Load/007 Incremental Load - Method 2.mp444.9MB
  127. 21 - Incremental Load/008 Incremental Load Improvements - Assignment.mp48.35MB
  128. 21 - Incremental Load/009 Incremental Load Improvements - Solution.mp460.98MB
  129. 21 - Incremental Load/010 Incremental Load - Notebook Workflows.mp410.64MB
  130. 21 - Incremental Load/011 Incremental Load - Race Results.mp452.04MB
  131. 21 - Incremental Load/012 Incremental Load - Driver Standings.mp464.92MB
  132. 21 - Incremental Load/013 Incremental Load - Constructor Standings (Assignment).mp428.62MB
  133. 22 - Delta Lake/001 Section Overview.mp41.14MB
  134. 22 - Delta Lake/002 Pitfalls of Data Lakes.mp428.39MB
  135. 22 - Delta Lake/003 Data Lakehouse Architecture.mp410.31MB
  136. 22 - Delta Lake/004 Read & Write to Delta Lake.mp465.94MB
  137. 22 - Delta Lake/005 Updates and Deletes on Delta Lake.mp445.03MB
  138. 22 - Delta Lake/006 Merge Upsert to Delta Lake.mp493.94MB
  139. 22 - Delta Lake/007 History, Time Travel, Vacuum.mp482.68MB
  140. 22 - Delta Lake/008 Delta Lake Transaction Log.mp499.08MB
  141. 22 - Delta Lake/009 Convert from Parquet to Delta.mp420.01MB
  142. 22 - Delta Lake/010 Data Ingestion - Circuits File.mp431.62MB
  143. 22 - Delta Lake/011 Data Ingestion - Results File.mp468.26MB
  144. 22 - Delta Lake/012 Data Ingestion - Results File Improvements.mp427.7MB
  145. 22 - Delta Lake/013 Data Ingestion - All Other Files (Assignment).mp417.66MB
  146. 22 - Delta Lake/014 Data Ingestion - Fix Duplicates in Results Data.mp453.27MB
  147. 22 - Delta Lake/015 Data Transformation - All PySpark Notebooks.mp448.59MB
  148. 22 - Delta Lake/016 Data Transformation - SQL Notebook.mp486.35MB
  149. 23 - Azure Data Factory/001 Section Overview.mp41.31MB
  150. 23 - Azure Data Factory/002 Azure Data Factory Overview.mp410.02MB
  151. 23 - Azure Data Factory/003 Create Azure Data Factory Service.mp428.41MB
  152. 23 - Azure Data Factory/004 Azure Data Factory Components.mp44.74MB
  153. 23 - Azure Data Factory/005 Create Pipeline - Circuits File Ingestion.mp492.57MB
  154. 23 - Azure Data Factory/006 Debugging a Pipeline.mp420.27MB
  155. 23 - Azure Data Factory/007 Update Pipeline - Ingest All Other Files.mp421.2MB
  156. 23 - Azure Data Factory/008 Improve Pipeline - Handle Missing Files.mp445.08MB
  157. 23 - Azure Data Factory/009 Create Pipeline - Transformation Notebooks.mp435.46MB
  158. 23 - Azure Data Factory/010 Create ADF Trigger.mp445.91MB
  159. 24 - Connect to Other Services/001 Power BI.mp444.74MB
  160. 25 - Next Steps/001 Good Luck.mp4751.07KB
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