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种子名称： [FreeCourseSite.com] Udemy - Azure Databricks & Spark For Data Engineers (PySpark SQL)
文件类型： 视频
文件数目： 160个文件
文件大小： 4.48 GB
收录时间： 2024-11-7 03:29
已经下载： 3次
资源热度： 287
最近下载： 2025-11-3 04:06

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

01 - Introduction/001 Course Introduction.mp430.09MB

01 - Introduction/002 Course Structure.mp419.35MB

02 - Azure Subscription (Optional)/001 Creating Azure Free Account.mp435.88MB

02 - Azure Subscription (Optional)/002 Azure Portal Overview.mp410.99MB

03 - Azure Databricks Overview/001 Introduction to Azure Databricks.mp434.48MB

03 - Azure Databricks Overview/002 Creating Azure Databricks Service.mp437.48MB

03 - Azure Databricks Overview/003 Databricks User Interface Overview.mp415.25MB

03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview.mp48.65MB

04 - Databricks Clusters/001 Section Overview.mp42MB

04 - Databricks Clusters/003 Azure Databricks Cluster Types.mp411.29MB

04 - Databricks Clusters/004 Azure Databricks Cluster Configuration.mp433.31MB

04 - Databricks Clusters/005 Creating Azure Databricks Cluster.mp431.56MB

04 - Databricks Clusters/006 Azure Databricks Pricing.mp438.22MB

04 - Databricks Clusters/007 Azure Cost Control.mp422.4MB

04 - Databricks Clusters/008 Azure Databricks Cluster Pool.mp410.21MB

04 - Databricks Clusters/009 Azure Databricks Cluster Policy.mp435.29MB

05 - Databricks Notebooks/001 Section Overview.mp41.12MB

05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction.mp421.43MB

05 - Databricks Notebooks/003 Magic commands.mp415.1MB

05 - Databricks Notebooks/004 Databricks Utilities.mp439.57MB

05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks.mp410.44MB

05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files.mp46.16MB

06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview.mp49.46MB

06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2.mp422.48MB

06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview.mp411.96MB

06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys.mp426.91MB

06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token.mp441.39MB

06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal.mp464.57MB

06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication.mp428.29MB

06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough.mp418.07MB

06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project.mp47.67MB

07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview.mp44.7MB

07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault.mp415.83MB

07 - Securing Access to Azure Data Lake/003 Creating Secret Scope.mp49.8MB

07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility.mp411.31MB

07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks.mp410.6MB

07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp425.48MB

07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters.mp414.89MB

08 - Mounting Data Lake Container to Databricks/001 Section Overview.mp4721KB

08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS).mp425.32MB

08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview.mp48.41MB

08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2.mp463.02MB

08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp446.68MB

09 - Formula1 Project Overview/001 Section Overview.mp42.48MB

09 - Formula1 Project Overview/002 Formula1 Data Overview.mp439.11MB

09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake.mp49.12MB

09 - Formula1 Project Overview/004 Project Requirement Overview.mp410.35MB

09 - Formula1 Project Overview/005 Solution Architecture Overview.mp454.74MB

10 - Spark Introduction/001 Spark Cluster Architecture.mp47.16MB

10 - Spark Introduction/002 Dataframe & Data Source API Overview.mp44.71MB

11 - Data Ingestion - CSV/001 Data Ingestion Overview.mp46.69MB

11 - Data Ingestion - CSV/002 Circuits File - Requirements.mp45.68MB

11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader.mp457.56MB

11 - Data Ingestion - CSV/004 Circuits File - Specify Schema.mp465.95MB

11 - Data Ingestion - CSV/005 Circuits File - Select Columns.mp439.6MB

11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed.mp49.52MB

11 - Data Ingestion - CSV/007 Circuits File - WithColumn.mp433.14MB

11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer.mp427.11MB

11 - Data Ingestion - CSV/009 Races File - Requirements.mp46.34MB

11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment).mp474.99MB

11 - Data Ingestion - CSV/011 Races File - Partitioning.mp425.12MB

12 - Data Ingestion - JSON/001 Constructors File - Requirements.mp424.36MB

12 - Data Ingestion - JSON/002 Constructors File - Read Data.mp413.81MB

12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data.mp441.34MB

12 - Data Ingestion - JSON/004 Drivers File - Requirements.mp49.67MB

12 - Data Ingestion - JSON/005 Drivers File - Spark Program.mp442.03MB

12 - Data Ingestion - JSON/006 Results File - Requirements.mp420.3MB

12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment).mp49.35MB

12 - Data Ingestion - JSON/008 Pitstops File - Requirements.mp45.74MB

12 - Data Ingestion - JSON/009 Pitstops File - Spark Program.mp418.3MB

13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements.mp49.93MB

13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program.mp429.71MB

13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements.mp44.59MB

13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment).mp49.62MB

14 - Databricks Workflows/001 Section Overview.mp41.56MB

14 - Databricks Workflows/002 Including a Child Notebook.mp442.47MB

14 - Databricks Workflows/003 Passing Parameters to Notebooks.mp419.62MB

14 - Databricks Workflows/004 Notebook Workflows.mp418.93MB

14 - Databricks Workflows/005 Databricks Jobs.mp423.61MB

15 - Filter & Join Transformations/001 Section Overview.mp41.42MB

15 - Filter & Join Transformations/002 Filter Transformation.mp436.69MB

15 - Filter & Join Transformations/003 Join Transformation - Inner Join.mp450.35MB

15 - Filter & Join Transformations/004 Join Transformation - Outer Join.mp440.96MB

15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins.mp436.14MB

15 - Filter & Join Transformations/006 Join Race Results - Requirement.mp415.76MB

15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment).mp418.83MB

15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment).mp469.88MB

16 - Aggregations/001 Section Overview.mp41.01MB

16 - Aggregations/002 Simple Aggregate functions.mp435.9MB

16 - Aggregations/003 Group By.mp457.45MB

16 - Aggregations/004 Window Functions.mp432.38MB

16 - Aggregations/005 Driver Standings.mp465.31MB

16 - Aggregations/006 Constructor Standings (Assignment).mp411.15MB

17 - Using SQL in Spark Applications/001 Local Temp View.mp434.65MB

17 - Using SQL in Spark Applications/002 Global Temp View.mp429.51MB

18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction.mp45.16MB

18 - Spark SQL - Databases Tables Views/002 Databases.mp429.84MB

18 - Spark SQL - Databases Tables Views/003 Managed Tables.mp436.24MB

18 - Spark SQL - Databases Tables Views/004 External Tables.mp449.49MB

18 - Spark SQL - Databases Tables Views/005 Views.mp446.31MB

18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement.mp43.31MB

18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source.mp427.63MB

18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source.mp439.6MB

18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source.mp428.57MB

18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data).mp446.61MB

18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment.mp48.99MB

19 - Spark SQL - Filters Joins Aggregations/001 Section Overview.mp41.47MB

19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics.mp434.04MB

19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions.mp437.16MB

19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions.mp427.54MB

19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins.mp485.73MB

20 - Spark SQL - Analysis/001 Introduction.mp41.77MB

20 - Spark SQL - Analysis/002 Create Race Results table.mp436.37MB

20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis.mp450.36MB

20 - Spark SQL - Analysis/004 Dominant Teams - Analysis.mp48.38MB

20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation.mp438.05MB

20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation.mp432.84MB

20 - Spark SQL - Analysis/007 Create dashboards - Drivers.mp417.53MB

20 - Spark SQL - Analysis/008 Create dashboards - Teams.mp47.54MB

21 - Incremental Load/001 Section Overview.mp41005.23KB

21 - Incremental Load/002 Data Loading Design Patterns.mp414.19MB

21 - Incremental Load/003 Formula1 Project Scenario.mp414.91MB

21 - Incremental Load/004 Formula1 Project Data Set-up.mp49.28MB

21 - Incremental Load/005 Full Refresh Implementation.mp438MB

21 - Incremental Load/006 Incremental Load - Method 1.mp4104.67MB

21 - Incremental Load/007 Incremental Load - Method 2.mp444.9MB

21 - Incremental Load/008 Incremental Load Improvements - Assignment.mp48.35MB

21 - Incremental Load/009 Incremental Load Improvements - Solution.mp460.98MB

21 - Incremental Load/010 Incremental Load - Notebook Workflows.mp410.64MB

21 - Incremental Load/011 Incremental Load - Race Results.mp452.04MB

21 - Incremental Load/012 Incremental Load - Driver Standings.mp464.92MB

21 - Incremental Load/013 Incremental Load - Constructor Standings (Assignment).mp428.62MB

22 - Delta Lake/001 Section Overview.mp41.14MB

22 - Delta Lake/002 Pitfalls of Data Lakes.mp428.39MB

22 - Delta Lake/003 Data Lakehouse Architecture.mp410.31MB

22 - Delta Lake/004 Read & Write to Delta Lake.mp465.94MB

22 - Delta Lake/005 Updates and Deletes on Delta Lake.mp445.03MB

22 - Delta Lake/006 Merge Upsert to Delta Lake.mp493.94MB

22 - Delta Lake/007 History, Time Travel, Vacuum.mp482.68MB

22 - Delta Lake/008 Delta Lake Transaction Log.mp499.08MB

22 - Delta Lake/009 Convert from Parquet to Delta.mp420.01MB

22 - Delta Lake/010 Data Ingestion - Circuits File.mp431.62MB

22 - Delta Lake/011 Data Ingestion - Results File.mp468.26MB

22 - Delta Lake/012 Data Ingestion - Results File Improvements.mp427.7MB

22 - Delta Lake/013 Data Ingestion - All Other Files (Assignment).mp417.66MB

22 - Delta Lake/014 Data Ingestion - Fix Duplicates in Results Data.mp453.27MB

22 - Delta Lake/015 Data Transformation - All PySpark Notebooks.mp448.59MB

22 - Delta Lake/016 Data Transformation - SQL Notebook.mp486.35MB

23 - Azure Data Factory/001 Section Overview.mp41.31MB

23 - Azure Data Factory/002 Azure Data Factory Overview.mp410.02MB

23 - Azure Data Factory/003 Create Azure Data Factory Service.mp428.41MB

23 - Azure Data Factory/004 Azure Data Factory Components.mp44.74MB

23 - Azure Data Factory/005 Create Pipeline - Circuits File Ingestion.mp492.57MB

23 - Azure Data Factory/006 Debugging a Pipeline.mp420.27MB

23 - Azure Data Factory/007 Update Pipeline - Ingest All Other Files.mp421.2MB

23 - Azure Data Factory/008 Improve Pipeline - Handle Missing Files.mp445.08MB

23 - Azure Data Factory/009 Create Pipeline - Transformation Notebooks.mp435.46MB

23 - Azure Data Factory/010 Create ADF Trigger.mp445.91MB

24 - Connect to Other Services/001 Power BI.mp444.74MB

25 - Next Steps/001 Good Luck.mp4751.07KB