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GetFreeCourses.Co-Udemy-Azure Databricks & Spark For Data Engineers (PySpark SQL)
magnet:?xt=urn:btih:e5debfcccdd8169762b687c60be94b7653fea23c&dn=GetFreeCourses.Co-Udemy-Azure Databricks & Spark For Data Engineers (PySpark SQL)
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e5debfcccdd8169762b687c60be94b7653fea23c
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4.48 GB
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2025-6-8 00:39
创建日期
2025-6-8 08:40
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GetFreeCourses
Co-Udemy-Azure
Databricks
&
Spark
For
Data
Engineers
PySpark
SQL
01 - Introduction/001 Course Introduction.mp4 30.09 MB
01 - Introduction/002 Course Structure.mp4 19.35 MB
02 - Azure Subscription (Optional)/001 Creating Azure Free Account.mp4 35.88 MB
02 - Azure Subscription (Optional)/002 Azure Portal Overview.mp4 10.99 MB
03 - Azure Databricks Overview/001 Introduction to Azure Databricks.mp4 34.48 MB
03 - Azure Databricks Overview/002 Creating Azure Databricks Service.mp4 37.48 MB
03 - Azure Databricks Overview/003 Databricks User Interface Overview.mp4 15.25 MB
03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview.mp4 8.65 MB
04 - Databricks Clusters/001 Section Overview.mp4 2 MB
04 - Databricks Clusters/003 Azure Databricks Cluster Types.mp4 11.29 MB
04 - Databricks Clusters/004 Azure Databricks Cluster Configuration.mp4 33.31 MB
04 - Databricks Clusters/005 Creating Azure Databricks Cluster.mp4 31.56 MB
04 - Databricks Clusters/006 Azure Databricks Pricing.mp4 38.22 MB
04 - Databricks Clusters/007 Azure Cost Control.mp4 22.4 MB
04 - Databricks Clusters/008 Azure Databricks Cluster Pool.mp4 10.21 MB
04 - Databricks Clusters/009 Azure Databricks Cluster Policy.mp4 35.29 MB
05 - Databricks Notebooks/001 Section Overview.mp4 1.12 MB
05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction.mp4 21.43 MB
05 - Databricks Notebooks/003 Magic commands.mp4 15.1 MB
05 - Databricks Notebooks/004 Databricks Utilities.mp4 39.57 MB
05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks.mp4 10.44 MB
05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files.mp4 6.16 MB
06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview.mp4 9.46 MB
06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2.mp4 22.48 MB
06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview.mp4 11.96 MB
06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys.mp4 26.91 MB
06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token.mp4 41.39 MB
06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal.mp4 64.57 MB
06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication.mp4 28.29 MB
06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough.mp4 18.07 MB
06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project.mp4 7.67 MB
07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview.mp4 4.7 MB
07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault.mp4 15.83 MB
07 - Securing Access to Azure Data Lake/003 Creating Secret Scope.mp4 9.8 MB
07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility.mp4 11.31 MB
07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks.mp4 10.6 MB
07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp4 25.48 MB
07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters.mp4 14.89 MB
08 - Mounting Data Lake Container to Databricks/001 Section Overview.mp4 721 KB
08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS).mp4 25.32 MB
08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview.mp4 8.41 MB
08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2.mp4 63.02 MB
08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp4 46.68 MB
09 - Formula1 Project Overview/001 Section Overview.mp4 2.48 MB
09 - Formula1 Project Overview/002 Formula1 Data Overview.mp4 39.11 MB
09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake.mp4 9.12 MB
09 - Formula1 Project Overview/004 Project Requirement Overview.mp4 10.35 MB
09 - Formula1 Project Overview/005 Solution Architecture Overview.mp4 54.74 MB
10 - Spark Introduction/001 Spark Cluster Architecture.mp4 7.16 MB
10 - Spark Introduction/002 Dataframe & Data Source API Overview.mp4 4.71 MB
11 - Data Ingestion - CSV/001 Data Ingestion Overview.mp4 6.69 MB
11 - Data Ingestion - CSV/002 Circuits File - Requirements.mp4 5.68 MB
11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader.mp4 57.56 MB
11 - Data Ingestion - CSV/004 Circuits File - Specify Schema.mp4 65.95 MB
11 - Data Ingestion - CSV/005 Circuits File - Select Columns.mp4 39.6 MB
11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed.mp4 9.52 MB
11 - Data Ingestion - CSV/007 Circuits File - WithColumn.mp4 33.14 MB
11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer.mp4 27.11 MB
11 - Data Ingestion - CSV/009 Races File - Requirements.mp4 6.34 MB
11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment).mp4 74.99 MB
11 - Data Ingestion - CSV/011 Races File - Partitioning.mp4 25.12 MB
12 - Data Ingestion - JSON/001 Constructors File - Requirements.mp4 24.36 MB
12 - Data Ingestion - JSON/002 Constructors File - Read Data.mp4 13.81 MB
12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data.mp4 41.34 MB
12 - Data Ingestion - JSON/004 Drivers File - Requirements.mp4 9.67 MB
12 - Data Ingestion - JSON/005 Drivers File - Spark Program.mp4 42.03 MB
12 - Data Ingestion - JSON/006 Results File - Requirements.mp4 20.3 MB
12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment).mp4 9.35 MB
12 - Data Ingestion - JSON/008 Pitstops File - Requirements.mp4 5.74 MB
12 - Data Ingestion - JSON/009 Pitstops File - Spark Program.mp4 18.3 MB
13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements.mp4 9.93 MB
13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program.mp4 29.71 MB
13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements.mp4 4.59 MB
13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment).mp4 9.62 MB
14 - Databricks Workflows/001 Section Overview.mp4 1.56 MB
14 - Databricks Workflows/002 Including a Child Notebook.mp4 42.47 MB
14 - Databricks Workflows/003 Passing Parameters to Notebooks.mp4 19.62 MB
14 - Databricks Workflows/004 Notebook Workflows.mp4 18.93 MB
14 - Databricks Workflows/005 Databricks Jobs.mp4 23.61 MB
15 - Filter & Join Transformations/001 Section Overview.mp4 1.42 MB
15 - Filter & Join Transformations/002 Filter Transformation.mp4 36.69 MB
15 - Filter & Join Transformations/003 Join Transformation - Inner Join.mp4 50.35 MB
15 - Filter & Join Transformations/004 Join Transformation - Outer Join.mp4 40.96 MB
15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins.mp4 36.14 MB
15 - Filter & Join Transformations/006 Join Race Results - Requirement.mp4 15.76 MB
15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment).mp4 18.83 MB
15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment).mp4 69.88 MB
16 - Aggregations/001 Section Overview.mp4 1.01 MB
16 - Aggregations/002 Simple Aggregate functions.mp4 35.9 MB
16 - Aggregations/003 Group By.mp4 57.45 MB
16 - Aggregations/004 Window Functions.mp4 32.38 MB
16 - Aggregations/005 Driver Standings.mp4 65.31 MB
16 - Aggregations/006 Constructor Standings (Assignment).mp4 11.15 MB
17 - Using SQL in Spark Applications/001 Local Temp View.mp4 34.65 MB
17 - Using SQL in Spark Applications/002 Global Temp View.mp4 29.51 MB
18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction.mp4 5.16 MB
18 - Spark SQL - Databases Tables Views/002 Databases.mp4 29.84 MB
18 - Spark SQL - Databases Tables Views/003 Managed Tables.mp4 36.24 MB
18 - Spark SQL - Databases Tables Views/004 External Tables.mp4 49.49 MB
18 - Spark SQL - Databases Tables Views/005 Views.mp4 46.31 MB
18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement.mp4 3.31 MB
18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source.mp4 27.63 MB
18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source.mp4 39.6 MB
18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source.mp4 28.57 MB
18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data).mp4 46.61 MB
18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4 8.99 MB
19 - Spark SQL - Filters Joins Aggregations/001 Section Overview.mp4 1.47 MB
19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics.mp4 34.04 MB
19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions.mp4 37.16 MB
19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions.mp4 27.54 MB
19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins.mp4 85.73 MB
20 - Spark SQL - Analysis/001 Introduction.mp4 1.77 MB
20 - Spark SQL - Analysis/002 Create Race Results table.mp4 36.37 MB
20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis.mp4 50.36 MB
20 - Spark SQL - Analysis/004 Dominant Teams - Analysis.mp4 8.38 MB
20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation.mp4 38.05 MB
20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation.mp4 32.84 MB
20 - Spark SQL - Analysis/007 Create dashboards - Drivers.mp4 17.53 MB
20 - Spark SQL - Analysis/008 Create dashboards - Teams.mp4 7.54 MB
21 - Incremental Load/001 Section Overview.mp4 1005.23 KB
21 - Incremental Load/002 Data Loading Design Patterns.mp4 14.19 MB
21 - Incremental Load/003 Formula1 Project Scenario.mp4 14.91 MB
21 - Incremental Load/004 Formula1 Project Data Set-up.mp4 9.28 MB
21 - Incremental Load/005 Full Refresh Implementation.mp4 38 MB
21 - Incremental Load/006 Incremental Load - Method 1.mp4 104.67 MB
21 - Incremental Load/007 Incremental Load - Method 2.mp4 44.9 MB
21 - Incremental Load/008 Incremental Load Improvements - Assignment.mp4 8.35 MB
21 - Incremental Load/009 Incremental Load Improvements - Solution.mp4 60.98 MB
21 - Incremental Load/010 Incremental Load - Notebook Workflows.mp4 10.64 MB
21 - Incremental Load/011 Incremental Load - Race Results.mp4 52.04 MB
21 - Incremental Load/012 Incremental Load - Driver Standings.mp4 64.92 MB
21 - Incremental Load/013 Incremental Load - Constructor Standings (Assignment).mp4 28.62 MB
22 - Delta Lake/001 Section Overview.mp4 1.14 MB
22 - Delta Lake/002 Pitfalls of Data Lakes.mp4 28.39 MB
22 - Delta Lake/003 Data Lakehouse Architecture.mp4 10.31 MB
22 - Delta Lake/004 Read & Write to Delta Lake.mp4 65.94 MB
22 - Delta Lake/005 Updates and Deletes on Delta Lake.mp4 45.03 MB
22 - Delta Lake/006 Merge Upsert to Delta Lake.mp4 93.94 MB
22 - Delta Lake/007 History, Time Travel, Vacuum.mp4 82.68 MB
22 - Delta Lake/008 Delta Lake Transaction Log.mp4 99.08 MB
22 - Delta Lake/009 Convert from Parquet to Delta.mp4 20.01 MB
22 - Delta Lake/010 Data Ingestion - Circuits File.mp4 31.62 MB
22 - Delta Lake/011 Data Ingestion - Results File.mp4 68.26 MB
22 - Delta Lake/012 Data Ingestion - Results File Improvements.mp4 27.7 MB
22 - Delta Lake/013 Data Ingestion - All Other Files (Assignment).mp4 17.66 MB
22 - Delta Lake/014 Data Ingestion - Fix Duplicates in Results Data.mp4 53.27 MB
22 - Delta Lake/015 Data Transformation - All PySpark Notebooks.mp4 48.59 MB
22 - Delta Lake/016 Data Transformation - SQL Notebook.mp4 86.35 MB
23 - Azure Data Factory/001 Section Overview.mp4 1.31 MB
23 - Azure Data Factory/002 Azure Data Factory Overview.mp4 10.02 MB
23 - Azure Data Factory/003 Create Azure Data Factory Service.mp4 28.41 MB
23 - Azure Data Factory/004 Azure Data Factory Components.mp4 4.74 MB
23 - Azure Data Factory/005 Create Pipeline - Circuits File Ingestion.mp4 92.57 MB
23 - Azure Data Factory/006 Debugging a Pipeline.mp4 20.27 MB
23 - Azure Data Factory/007 Update Pipeline - Ingest All Other Files.mp4 21.2 MB
23 - Azure Data Factory/008 Improve Pipeline - Handle Missing Files.mp4 45.08 MB
23 - Azure Data Factory/009 Create Pipeline - Transformation Notebooks.mp4 35.46 MB
23 - Azure Data Factory/010 Create ADF Trigger.mp4 45.91 MB
24 - Connect to Other Services/001 Power BI.mp4 44.74 MB
25 - Next Steps/001 Good Luck.mp4 751.07 KB
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