Udemy Azure Databricks Spark For Data Engineers PySpark SQL FCS
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Udemy Azure Databricks Spark For Data Engineers PySpark SQL FCS
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Udemy Azure Databricks Spark For Data Engineers PySpark SQL FCS
[CourseClub.Me].url -
[FreeCourseSite.com].url -
[GigaCourse.Com].url -
001 Course Introduction.mp4 -
001 Course Introduction_en.srt -
002 Course Structure.mp4 -
002 Course Structure_en.srt -
003 Course Resources Download.html -
004 Azure-Databricks-Course-Slide-Deck-V3.pdf -
004 Course Slides Download.html -
001 Creating Azure Free Account.mp4 -
001 Creating Azure Free Account_en.srt -
002 Azure Portal Overview.mp4 -
002 Azure Portal Overview_en.srt -
002 Azure-Portal-URL.url -
external-links.txt -
001 Introduction to Azure Databricks.mp4 -
001 Introduction to Azure Databricks_en.srt -
002 Azure-Databricks-Pricing.url -
002 Creating Azure Databricks Service.mp4 -
002 Creating Azure Databricks Service_en.srt -
003 Databricks User Interface Overview.mp4 -
003 Databricks User Interface Overview_en.srt -
004 Azure Databricks Architecture Overview.mp4 -
004 Azure Databricks Architecture Overview_en.srt -
external-links.txt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Please Read - Important Note for Free and Student Subscription.html -
003 Azure Databricks Cluster Types.mp4 -
003 Azure Databricks Cluster Types_en.srt -
004 Azure Databricks Cluster Configuration.mp4 -
004 Azure Databricks Cluster Configuration_en.srt -
005 Creating Azure Databricks Cluster.mp4 -
005 Creating Azure Databricks Cluster_en.srt -
006 Azure Databricks Pricing.mp4 -
006 Azure Databricks Pricing_en.srt -
006 Azure-Databricks-Pricing.url -
006 Azure-Linux-Virtual-Machine-Pricing.url -
007 Azure Cost Control.mp4 -
007 Azure Cost Control_en.srt -
008 Azure Databricks Cluster Pool.mp4 -
008 Azure Databricks Cluster Pool_en.srt -
009 Azure Databricks Cluster Policy.mp4 -
009 Azure Databricks Cluster Policy_en.srt -
009 Learning-Compute-Cluster-Policy.json -
external-links.txt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Azure Databricks Notebooks Introduction.mp4 -
002 Azure Databricks Notebooks Introduction_en.srt -
003 Magic commands.mp4 -
003 Magic commands_en.srt -
003 Markdown-Cheat-Sheet.url -
004 Databricks Utilities.mp4 -
004 Databricks Utilities_en.srt -
005 Formula1-Project-Solutions.dbc -
005 Project Solution Download - Databricks Notebooks.mp4 -
005 Project Solution Download - Databricks Notebooks_en.srt -
006 Formula1-Project-Solutions.zip -
006 Project Solution Download - PythonSQL Files.mp4 -
006 Project Solution Download - PythonSQL Files_en.srt -
external-links.txt -
001 Accessing Azure Data Lake Overview.mp4 -
001 Accessing Azure Data Lake Overview_en.srt -
002 Creating Azure Data Lake Storage Gen2.mp4 -
002 Creating Azure Data Lake Storage Gen2_en.srt -
002 circuits.csv -
003 Azure Storage Explorer Overview.mp4 -
003 Azure Storage Explorer Overview_en.srt -
003 Azure-Storage-Explorer-Download-URL.url -
004 Access Azure Data Lake using Access Keys.mp4 -
004 Access Azure Data Lake using Access Keys_en.srt -
004 Azure-Blob-File-System-abfs-Driver-documentation-URL.url -
005 Access Azure Data Lake using SAS Token.mp4 -
005 Access Azure Data Lake using SAS Token_en.srt -
005 Access-Using-SAS-Documentation.url -
005 SAS-Overview-URL.url -
006 Access Azure Data Lake using Service Principal.mp4 -
006 Access Azure Data Lake using Service Principal_en.srt -
006 Access-using-Service-Principal-Documentation-URL.url -
006 Python-f-string-help-URL.url -
007 Cluster Scoped Authentication.mp4 -
007 Cluster Scoped Authentication_en.srt -
008 Access Azure Data Lake using Credential Passthrough.mp4 -
008 Access Azure Data Lake using Credential Passthrough_en.srt -
009 Recommended Approach for Course Project.mp4 -
009 Recommended Approach for Course Project_en.srt -
external-links.txt -
001 Securing Secrets Overview.mp4 -
001 Securing Secrets Overview_en.srt -
002 Creating Azure Key Vault.mp4 -
002 Creating Azure Key Vault_en.srt -
003 Creating Secret Scope.mp4 -
003 Creating Secret Scope_en.srt -
004 Databricks Secrets Utility.mp4 -
004 Databricks Secrets Utility_en.srt -
005 Using Secrets to Access Azure Data Lake using notebooks.mp4 -
005 Using Secrets to Access Azure Data Lake using notebooks_en.srt -
006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp4 -
006 Using Secrets to Access Azure Data Lake using notebooks (Assignment)_en.srt -
007 Using Secrets Utility in Clusters.mp4 -
007 Using Secrets Utility in Clusters_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Databricks File System (DBFS).mp4 -
002 Databricks File System (DBFS)_en.srt -
002 circuits.csv -
003 Databricks Mount overview.mp4 -
003 Databricks Mount overview_en.srt -
003 Mounting-Azure-Data-Lake-Documentation-URL.url -
004 7.mount-adls-using-service-principal.py -
004 Mounting Azure Data Lake Storage Gen2.mp4 -
004 Mounting Azure Data Lake Storage Gen2_en.srt -
005 8.mount-adls-containers-for-project.py -
005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp4 -
005 Mounting Azure Data Lake Storage Gen2 (Assignment)_en.srt -
external-links.txt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Ergast-API-Documentation.url -
002 Formula1 Data Overview.mp4 -
002 Formula1 Data Overview_en.srt -
003 Upload Formula1 Data to Data Lake.mp4 -
003 Upload Formula1 Data to Data Lake_en.srt -
003 raw.zip -
004 Project Requirement Overview.mp4 -
004 Project Requirement Overview_en.srt -
005 Solution Architecture Overview.mp4 -
005 Solution Architecture Overview_en.srt -
external-links.txt -
001 Spark Cluster Architecture.mp4 -
001 Spark Cluster Architecture_en.srt -
002 Dataframe & Data Source API Overview.mp4 -
002 Dataframe & Data Source API Overview_en.srt -
[CourseClub.Me].url -
[FreeCourseSite.com].url -
[GigaCourse.Com].url -
001 Data Ingestion Overview.mp4 -
001 Data Ingestion Overview_en.srt -
002 Circuits File - Requirements.mp4 -
002 Circuits File - Requirements_en.srt -
003 Circuits File - Dataframe Reader.mp4 -
003 Circuits File - Dataframe Reader_en.srt -
003 Spark-API-Documentation.url -
003 Spark-API-Reference.url -
004 Circuits File - Specify Schema.mp4 -
004 Circuits File - Specify Schema_en.srt -
005 Circuits File - Select Columns.mp4 -
005 Circuits File - Select Columns_en.srt -
006 Circuits File - WithColumnRenamed.mp4 -
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007 Circuits File - WithColumn.mp4 -
007 Circuits File - WithColumn_en.srt -
008 Circuits File - Dataframe Writer.mp4 -
008 Circuits File - Dataframe Writer_en.srt -
009 Races File - Requirements.mp4 -
009 Races File - Requirements_en.srt -
010 Races File - Spark Program (Assignment).mp4 -
010 Races File - Spark Program (Assignment)_en.srt -
011 Races File - Partitioning.mp4 -
011 Races File - Partitioning_en.srt -
external-links.txt -
001 Constructors File - Requirements.mp4 -
001 Constructors File - Requirements_en.srt -
002 Constructors File - Read Data.mp4 -
002 Constructors File - Read Data_en.srt -
003 Constructors File - Transform & Write Data.mp4 -
003 Constructors File - Transform & Write Data_en.srt -
004 Drivers File - Requirements.mp4 -
004 Drivers File - Requirements_en.srt -
005 Drivers File - Spark Program.mp4 -
005 Drivers File - Spark Program_en.srt -
006 Results File - Requirements.mp4 -
006 Results File - Requirements_en.srt -
007 Results File - Spark Program (Assignment).mp4 -
007 Results File - Spark Program (Assignment)_en.srt -
008 Pitstops File - Requirements.mp4 -
008 Pitstops File - Requirements_en.srt -
009 Pitstops File - Spark Program.mp4 -
009 Pitstops File - Spark Program_en.srt -
001 Lap Times - Requirements.mp4 -
001 Lap Times - Requirements_en.srt -
002 Lap Times - Spark Program.mp4 -
002 Lap Times - Spark Program_en.srt -
003 Qualifying - Requirements.mp4 -
003 Qualifying - Requirements_en.srt -
004 Qualifying - Spark Program (Assignment).mp4 -
004 Qualifying - Spark Program (Assignment)_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Including a Child Notebook.mp4 -
002 Including a Child Notebook_en.srt -
003 Passing Parameters to Notebooks.mp4 -
003 Passing Parameters to Notebooks_en.srt -
004 Notebook Workflows.mp4 -
004 Notebook Workflows_en.srt -
005 Databricks Jobs.mp4 -
005 Databricks Jobs_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Filter Transformation.mp4 -
002 Filter Transformation_en.srt -
003 Join Transformation - Inner Join.mp4 -
003 Join Transformation - Inner Join_en.srt -
004 Join Transformation - Outer Join.mp4 -
004 Join Transformation - Outer Join_en.srt -
005 Join Transformation - Semi, Anti & Cross Joins.mp4 -
005 Join Transformation - Semi, Anti & Cross Joins_en.srt -
006 Join Race Results - Requirement.mp4 -
006 Join Race Results - Requirement_en.srt -
007 Set-up Presentation Layer (Assignment).mp4 -
007 Set-up Presentation Layer (Assignment)_en.srt -
008 Join Race Results - Solution (Assignment).mp4 -
008 Join Race Results - Solution (Assignment)_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Simple Aggregate functions.mp4 -
002 Simple Aggregate functions_en.srt -
003 Group By.mp4 -
003 Group By_en.srt -
004 Window Functions.mp4 -
004 Window Functions_en.srt -
005 Driver Standings.mp4 -
005 Driver Standings_en.srt -
006 Constructor Standings (Assignment).mp4 -
006 Constructor Standings (Assignment)_en.srt -
001 Local Temp View.mp4 -
001 Local Temp View_en.srt -
002 Global Temp View.mp4 -
002 Global Temp View_en.srt -
001 Spark SQL - Introduction.mp4 -
001 Spark SQL - Introduction_en.srt -
002 Databases.mp4 -
002 Databases_en.srt -
002 Spark-SQL-Reference.url -
003 Managed Tables.mp4 -
003 Managed Tables_en.srt -
004 External Tables.mp4 -
004 External Tables_en.srt -
005 Views.mp4 -
005 Views_en.srt -
006 Formula1 Project SQL Requirement.mp4 -
006 Formula1 Project SQL Requirement_en.srt -
007 Create Table - CSV Source.mp4 -
007 Create Table - CSV Source_en.srt -
008 Create Table - JSON Source.mp4 -
008 Create Table - JSON Source_en.srt -
009 Create Table - Multi Files Source.mp4 -
009 Create Table - Multi Files Source_en.srt -
010 Create Table - Parquet Source (Processed Data).mp4 -
010 Create Table - Parquet Source (Processed Data)_en.srt -
011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4 -
011 Create Table - Parquet Source (Presentation Data) - Assignment_en.srt -
external-links.txt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 SQL DML Basics.mp4 -
002 SQL DML Basics_en.srt -
003 SQL Simple Functions.mp4 -
003 SQL Simple Functions_en.srt -
004 SQL Aggregates Window functions.mp4 -
004 SQL Aggregates Window functions_en.srt -
005 SQL Joins.mp4 -
005 SQL Joins_en.srt -
001 Introduction.mp4 -
001 Introduction_en.srt -
002 Create Race Results table.mp4 -
002 Create Race Results table_en.srt -
003 Dominant Drivers - Analysis.mp4 -
003 Dominant Drivers - Analysis_en.srt -
004 Dominant Teams - Analysis.mp4 -
004 Dominant Teams - Analysis_en.srt -
005 Dominant Drivers - Visualisation.mp4 -
005 Dominant Drivers - Visualisation_en.srt -
006 Dominant Teams - Visualisation.mp4 -
006 Dominant Teams - Visualisation_en.srt -
007 Create dashboards - Drivers.mp4 -
007 Create dashboards - Drivers_en.srt -
008 Create dashboards - Teams.mp4 -
008 Create dashboards - Teams_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Data Loading Design Patterns.mp4 -
002 Data Loading Design Patterns_en.srt -
003 Formula1 Project Scenario.mp4 -
003 Formula1 Project Scenario_en.srt -
004 Formula1 Project Data Set-up.mp4 -
004 Formula1 Project Data Set-up_en.srt -
004 incremental-load-data.zip -
005 Full Refresh Implementation.mp4 -
005 Full Refresh Implementation_en.srt -
006 Incremental Load - Method 1.mp4 -
006 Incremental Load - Method 1_en.srt -
007 Incremental Load - Method 2.mp4 -
007 Incremental Load - Method 2_en.srt -
008 Incremental Load Improvements - Assignment.mp4 -
008 Incremental Load Improvements - Assignment_en.srt -
009 Incremental Load Improvements - Solution.mp4 -
009 Incremental Load Improvements - Solution_en.srt -
010 Incremental Load - Notebook Workflows.mp4 -
010 Incremental Load - Notebook Workflows_en.srt -
011 Incremental Load - Race Results.mp4 -
011 Incremental Load - Race Results_en.srt -
012 Incremental Load - Driver Standings.mp4 -
012 Incremental Load - Driver Standings_en.srt -
013 Incremental Load - Constructor Standings (Assignment).mp4 -
013 Incremental Load - Constructor Standings (Assignment)_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Pitfalls of Data Lakes.mp4 -
002 Pitfalls of Data Lakes_en.srt -
003 Data Lakehouse Architecture.mp4 -
003 Data Lakehouse Architecture_en.srt -
004 Read & Write to Delta Lake.mp4 -
004 Read & Write to Delta Lake_en.srt -
005 Updates and Deletes on Delta Lake.mp4 -
005 Updates and Deletes on Delta Lake_en.srt -
006 Merge Upsert to Delta Lake.mp4 -
006 Merge Upsert to Delta Lake_en.srt -
007 History, Time Travel, Vacuum.mp4 -
007 History, Time Travel, Vacuum_en.srt -
008 Delta Lake Transaction Log.mp4 -
008 Delta Lake Transaction Log_en.srt -
009 Convert from Parquet to Delta.mp4 -
009 Convert from Parquet to Delta_en.srt -
010 Data Ingestion - Circuits File.mp4 -
010 Data Ingestion - Circuits File_en.srt -
011 Data Ingestion - Results File.mp4 -
011 Data Ingestion - Results File_en.srt -
012 Data Ingestion - Results File Improvements.mp4 -
012 Data Ingestion - Results File Improvements_en.srt -
013 Data Ingestion - All Other Files (Assignment).mp4 -
013 Data Ingestion - All Other Files (Assignment)_en.srt -
014 Data Ingestion - Fix Duplicates in Results Data.mp4 -
014 Data Ingestion - Fix Duplicates in Results Data_en.srt -
015 Data Transformation - All PySpark Notebooks.mp4 -
015 Data Transformation - All PySpark Notebooks_en.srt -
016 Data Transformation - SQL Notebook.mp4 -
016 Data Transformation - SQL Notebook_en.srt -
001 Section Overview.mp4 -
001 Section Overview_en.srt -
002 Azure Data Factory Overview.mp4 -
002 Azure Data Factory Overview_en.srt -
003 Create Azure Data Factory Service.mp4 -
003 Create Azure Data Factory Service_en.srt -
004 Azure Data Factory Components.mp4 -
004 Azure Data Factory Components_en.srt -
005 Create Pipeline - Circuits File Ingestion.mp4 -
005 Create Pipeline - Circuits File Ingestion_en.srt -
006 Debugging a Pipeline.mp4 -
006 Debugging a Pipeline_en.srt -
007 Update Pipeline - Ingest All Other Files.mp4 -
007 Update Pipeline - Ingest All Other Files_en.srt -
008 Improve Pipeline - Handle Missing Files.mp4 -
008 Improve Pipeline - Handle Missing Files_en.srt -
009 Create Pipeline - Transformation Notebooks.mp4 -
009 Create Pipeline - Transformation Notebooks_en.srt -
010 Create ADF Trigger.mp4 -
010 Create ADF Trigger_en.srt -
001 Power BI.mp4 -
001 Power BI_en.srt -
001 Good Luck.mp4 -
001 Good Luck_en.srt -
002 Bonus Lecture.html -
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[CourseClub.Me].url -
122 bytes
[FreeCourseSite.com].url -
127 bytes
[GigaCourse.Com].url -
49 bytes
001 Course Introduction.mp4 -
30.1 MB
001 Course Introduction_en.srt -
10.1 KB
002 Course Structure.mp4 -
19.3 MB
002 Course Structure_en.srt -
4.1 KB
003 Course Resources Download.html -
1.3 KB
004 Azure-Databricks-Course-Slide-Deck-V3.pdf -
15.4 MB
004 Course Slides Download.html -
83 bytes
001 Creating Azure Free Account.mp4 -
35.9 MB
001 Creating Azure Free Account_en.srt -
8.2 KB
002 Azure Portal Overview.mp4 -
11.0 MB
002 Azure Portal Overview_en.srt -
5.5 KB
002 Azure-Portal-URL.url -
49 bytes
external-links.txt -
51 bytes
001 Introduction to Azure Databricks.mp4 -
34.5 MB
001 Introduction to Azure Databricks_en.srt -
11.8 KB
002 Azure-Databricks-Pricing.url -
72 bytes
002 Creating Azure Databricks Service.mp4 -
37.5 MB
002 Creating Azure Databricks Service_en.srt -
11.0 KB
003 Databricks User Interface Overview.mp4 -
15.2 MB
003 Databricks User Interface Overview_en.srt -
8.3 KB
004 Azure Databricks Architecture Overview.mp4 -
8.7 MB
004 Azure Databricks Architecture Overview_en.srt -
5.1 KB
external-links.txt -
82 bytes
001 Section Overview.mp4 -
2.0 MB
001 Section Overview_en.srt -
2.2 KB
002 Please Read - Important Note for Free and Student Subscription.html -
836 bytes
003 Azure Databricks Cluster Types.mp4 -
11.3 MB
003 Azure Databricks Cluster Types_en.srt -
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004 Azure Databricks Cluster Configuration.mp4 -
33.3 MB
004 Azure Databricks Cluster Configuration_en.srt -
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005 Creating Azure Databricks Cluster.mp4 -
31.6 MB
005 Creating Azure Databricks Cluster_en.srt -
16.0 KB
006 Azure Databricks Pricing.mp4 -
38.2 MB
006 Azure Databricks Pricing_en.srt -
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006 Azure-Databricks-Pricing.url -
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006 Azure-Linux-Virtual-Machine-Pricing.url -
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007 Azure Cost Control.mp4 -
22.4 MB
007 Azure Cost Control_en.srt -
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008 Azure Databricks Cluster Pool.mp4 -
10.2 MB
008 Azure Databricks Cluster Pool_en.srt -
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009 Azure Databricks Cluster Policy.mp4 -
35.3 MB
009 Azure Databricks Cluster Policy_en.srt -
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009 Learning-Compute-Cluster-Policy.json -
579 bytes
external-links.txt -
221 bytes
001 Section Overview.mp4 -
1.1 MB
001 Section Overview_en.srt -
1.4 KB
002 Azure Databricks Notebooks Introduction.mp4 -
21.4 MB
002 Azure Databricks Notebooks Introduction_en.srt -
13.8 KB
003 Magic commands.mp4 -
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003 Magic commands_en.srt -
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003 Markdown-Cheat-Sheet.url -
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004 Databricks Utilities.mp4 -
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004 Databricks Utilities_en.srt -
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005 Formula1-Project-Solutions.dbc -
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005 Project Solution Download - Databricks Notebooks.mp4 -
10.4 MB
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4.8 KB
006 Formula1-Project-Solutions.zip -
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006 Project Solution Download - PythonSQL Files.mp4 -
6.2 MB
006 Project Solution Download - PythonSQL Files_en.srt -
2.7 KB
external-links.txt -
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001 Accessing Azure Data Lake Overview.mp4 -
9.5 MB
001 Accessing Azure Data Lake Overview_en.srt -
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002 Creating Azure Data Lake Storage Gen2.mp4 -
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002 Creating Azure Data Lake Storage Gen2_en.srt -
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002 circuits.csv -
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003 Azure Storage Explorer Overview.mp4 -
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003 Azure Storage Explorer Overview_en.srt -
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003 Azure-Storage-Explorer-Download-URL.url -
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004 Access Azure Data Lake using Access Keys.mp4 -
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004 Access Azure Data Lake using Access Keys_en.srt -
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004 Azure-Blob-File-System-abfs-Driver-documentation-URL.url -
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005 Access Azure Data Lake using SAS Token.mp4 -
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005 Access Azure Data Lake using SAS Token_en.srt -
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005 Access-Using-SAS-Documentation.url -
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006 Access-using-Service-Principal-Documentation-URL.url -
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006 Python-f-string-help-URL.url -
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007 Cluster Scoped Authentication.mp4 -
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008 Access Azure Data Lake using Credential Passthrough.mp4 -
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008 Access Azure Data Lake using Credential Passthrough_en.srt -
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009 Recommended Approach for Course Project.mp4 -
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001 Securing Secrets Overview.mp4 -
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002 Creating Azure Key Vault.mp4 -
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003 Creating Secret Scope.mp4 -
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005 Using Secrets to Access Azure Data Lake using notebooks.mp4 -
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009 Races File - Requirements.mp4 -
6.3 MB
009 Races File - Requirements_en.srt -
3.7 KB
010 Races File - Spark Program (Assignment).mp4 -
75.0 MB
010 Races File - Spark Program (Assignment)_en.srt -
15.0 KB
011 Races File - Partitioning.mp4 -
25.1 MB
011 Races File - Partitioning_en.srt -
6.6 KB
external-links.txt -
188 bytes
001 Constructors File - Requirements.mp4 -
24.4 MB
001 Constructors File - Requirements_en.srt -
3.9 KB
002 Constructors File - Read Data.mp4 -
13.8 MB
002 Constructors File - Read Data_en.srt -
7.5 KB
003 Constructors File - Transform & Write Data.mp4 -
41.3 MB
003 Constructors File - Transform & Write Data_en.srt -
9.1 KB
004 Drivers File - Requirements.mp4 -
9.7 MB
004 Drivers File - Requirements_en.srt -
2.3 KB
005 Drivers File - Spark Program.mp4 -
42.0 MB
005 Drivers File - Spark Program_en.srt -
9.2 KB
006 Results File - Requirements.mp4 -
20.3 MB
006 Results File - Requirements_en.srt -
2.6 KB
007 Results File - Spark Program (Assignment).mp4 -
9.4 MB
007 Results File - Spark Program (Assignment)_en.srt -
2.7 KB
008 Pitstops File - Requirements.mp4 -
5.7 MB
008 Pitstops File - Requirements_en.srt -
2.7 KB
009 Pitstops File - Spark Program.mp4 -
18.3 MB
009 Pitstops File - Spark Program_en.srt -
6.5 KB
001 Lap Times - Requirements.mp4 -
9.9 MB
001 Lap Times - Requirements_en.srt -
2.8 KB
002 Lap Times - Spark Program.mp4 -
29.7 MB
002 Lap Times - Spark Program_en.srt -
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003 Qualifying - Requirements.mp4 -
4.6 MB
003 Qualifying - Requirements_en.srt -
2.4 KB
004 Qualifying - Spark Program (Assignment).mp4 -
9.6 MB
004 Qualifying - Spark Program (Assignment)_en.srt -
2.9 KB
001 Section Overview.mp4 -
1.6 MB
001 Section Overview_en.srt -
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002 Including a Child Notebook.mp4 -
42.5 MB
002 Including a Child Notebook_en.srt -
12.8 KB
003 Passing Parameters to Notebooks.mp4 -
19.6 MB
003 Passing Parameters to Notebooks_en.srt -
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004 Notebook Workflows.mp4 -
18.9 MB
004 Notebook Workflows_en.srt -
11.0 KB
005 Databricks Jobs.mp4 -
23.6 MB
005 Databricks Jobs_en.srt -
12.1 KB
001 Section Overview.mp4 -
1.4 MB
001 Section Overview_en.srt -
1.5 KB
002 Filter Transformation.mp4 -
36.7 MB
002 Filter Transformation_en.srt -
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003 Join Transformation - Inner Join.mp4 -
50.4 MB
003 Join Transformation - Inner Join_en.srt -
11.4 KB
004 Join Transformation - Outer Join.mp4 -
41.0 MB
004 Join Transformation - Outer Join_en.srt -
8.4 KB
005 Join Transformation - Semi, Anti & Cross Joins.mp4 -
36.1 MB
005 Join Transformation - Semi, Anti & Cross Joins_en.srt -
8.0 KB
006 Join Race Results - Requirement.mp4 -
15.8 MB
006 Join Race Results - Requirement_en.srt -
6.3 KB
007 Set-up Presentation Layer (Assignment).mp4 -
18.8 MB
007 Set-up Presentation Layer (Assignment)_en.srt -
5.7 KB
008 Join Race Results - Solution (Assignment).mp4 -
69.9 MB
008 Join Race Results - Solution (Assignment)_en.srt -
13.5 KB
001 Section Overview.mp4 -
1.0 MB
001 Section Overview_en.srt -
1.2 KB
002 Simple Aggregate functions.mp4 -
35.9 MB
002 Simple Aggregate functions_en.srt -
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003 Group By.mp4 -
57.5 MB
003 Group By_en.srt -
9.5 KB
004 Window Functions.mp4 -
32.4 MB
004 Window Functions_en.srt -
10.3 KB
005 Driver Standings.mp4 -
65.3 MB
005 Driver Standings_en.srt -
15.0 KB
006 Constructor Standings (Assignment).mp4 -
11.2 MB
006 Constructor Standings (Assignment)_en.srt -
4.9 KB
001 Local Temp View.mp4 -
34.7 MB
001 Local Temp View_en.srt -
11.4 KB
002 Global Temp View.mp4 -
29.5 MB
002 Global Temp View_en.srt -
7.0 KB
001 Spark SQL - Introduction.mp4 -
5.2 MB
001 Spark SQL - Introduction_en.srt -
4.9 KB
002 Databases.mp4 -
29.8 MB
002 Databases_en.srt -
11.7 KB
002 Spark-SQL-Reference.url -
92 bytes
003 Managed Tables.mp4 -
36.2 MB
003 Managed Tables_en.srt -
12.6 KB
004 External Tables.mp4 -
49.5 MB
004 External Tables_en.srt -
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005 Views.mp4 -
46.3 MB
005 Views_en.srt -
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006 Formula1 Project SQL Requirement.mp4 -
3.3 MB
006 Formula1 Project SQL Requirement_en.srt -
1.9 KB
007 Create Table - CSV Source.mp4 -
27.6 MB
007 Create Table - CSV Source_en.srt -
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008 Create Table - JSON Source.mp4 -
39.6 MB
008 Create Table - JSON Source_en.srt -
8.8 KB
009 Create Table - Multi Files Source.mp4 -
28.6 MB
009 Create Table - Multi Files Source_en.srt -
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010 Create Table - Parquet Source (Processed Data).mp4 -
46.6 MB
010 Create Table - Parquet Source (Processed Data)_en.srt -
10.8 KB
011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4 -
9.0 MB
011 Create Table - Parquet Source (Presentation Data) - Assignment_en.srt -
4.4 KB
external-links.txt -
97 bytes
001 Section Overview.mp4 -
1.5 MB
001 Section Overview_en.srt -
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002 SQL DML Basics.mp4 -
34.0 MB
002 SQL DML Basics_en.srt -
11.9 KB
003 SQL Simple Functions.mp4 -
37.2 MB
003 SQL Simple Functions_en.srt -
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004 SQL Aggregates Window functions.mp4 -
27.5 MB
004 SQL Aggregates Window functions_en.srt -
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005 SQL Joins.mp4 -
85.7 MB
005 SQL Joins_en.srt -
15.4 KB
001 Introduction.mp4 -
1.8 MB
001 Introduction_en.srt -
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002 Create Race Results table.mp4 -
36.4 MB
002 Create Race Results table_en.srt -
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003 Dominant Drivers - Analysis.mp4 -
50.4 MB
003 Dominant Drivers - Analysis_en.srt -
11.5 KB
004 Dominant Teams - Analysis.mp4 -
8.4 MB
004 Dominant Teams - Analysis_en.srt -
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005 Dominant Drivers - Visualisation.mp4 -
38.0 MB
005 Dominant Drivers - Visualisation_en.srt -
13.1 KB
006 Dominant Teams - Visualisation.mp4 -
32.8 MB
006 Dominant Teams - Visualisation_en.srt -
6.1 KB
007 Create dashboards - Drivers.mp4 -
17.5 MB
007 Create dashboards - Drivers_en.srt -
6.4 KB
008 Create dashboards - Teams.mp4 -
7.5 MB
008 Create dashboards - Teams_en.srt -
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001 Section Overview.mp4 -
1005.2 KB
001 Section Overview_en.srt -
1.3 KB
002 Data Loading Design Patterns.mp4 -
14.2 MB
002 Data Loading Design Patterns_en.srt -
13.3 KB
003 Formula1 Project Scenario.mp4 -
14.9 MB
003 Formula1 Project Scenario_en.srt -
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004 Formula1 Project Data Set-up.mp4 -
9.3 MB
004 Formula1 Project Data Set-up_en.srt -
4.7 KB
004 incremental-load-data.zip -
5.2 MB
005 Full Refresh Implementation.mp4 -
38.0 MB
005 Full Refresh Implementation_en.srt -
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006 Incremental Load - Method 1.mp4 -
104.7 MB
006 Incremental Load - Method 1_en.srt -
26.1 KB
007 Incremental Load - Method 2.mp4 -
44.9 MB
007 Incremental Load - Method 2_en.srt -
9.0 KB
008 Incremental Load Improvements - Assignment.mp4 -
8.4 MB
008 Incremental Load Improvements - Assignment_en.srt -
3.6 KB
009 Incremental Load Improvements - Solution.mp4 -
61.0 MB
009 Incremental Load Improvements - Solution_en.srt -
13.1 KB
010 Incremental Load - Notebook Workflows.mp4 -
10.6 MB
010 Incremental Load - Notebook Workflows_en.srt -
3.4 KB
011 Incremental Load - Race Results.mp4 -
52.0 MB
011 Incremental Load - Race Results_en.srt -
9.4 KB
012 Incremental Load - Driver Standings.mp4 -
64.9 MB
012 Incremental Load - Driver Standings_en.srt -
12.8 KB
013 Incremental Load - Constructor Standings (Assignment).mp4 -
28.6 MB
013 Incremental Load - Constructor Standings (Assignment)_en.srt -
6.6 KB
001 Section Overview.mp4 -
1.1 MB
001 Section Overview_en.srt -
1.3 KB
002 Pitfalls of Data Lakes.mp4 -
28.4 MB
002 Pitfalls of Data Lakes_en.srt -
10.9 KB
003 Data Lakehouse Architecture.mp4 -
10.3 MB
003 Data Lakehouse Architecture_en.srt -
7.5 KB
004 Read & Write to Delta Lake.mp4 -
65.9 MB
004 Read & Write to Delta Lake_en.srt -
15.8 KB
005 Updates and Deletes on Delta Lake.mp4 -
45.0 MB
005 Updates and Deletes on Delta Lake_en.srt -
9.6 KB
006 Merge Upsert to Delta Lake.mp4 -
93.9 MB
006 Merge Upsert to Delta Lake_en.srt -
20.2 KB
007 History, Time Travel, Vacuum.mp4 -
82.7 MB
007 History, Time Travel, Vacuum_en.srt -
19.3 KB
008 Delta Lake Transaction Log.mp4 -
99.1 MB
008 Delta Lake Transaction Log_en.srt -
19.0 KB
009 Convert from Parquet to Delta.mp4 -
20.0 MB
009 Convert from Parquet to Delta_en.srt -
5.8 KB
010 Data Ingestion - Circuits File.mp4 -
31.6 MB
010 Data Ingestion - Circuits File_en.srt -
8.5 KB
011 Data Ingestion - Results File.mp4 -
68.3 MB
011 Data Ingestion - Results File_en.srt -
15.6 KB
012 Data Ingestion - Results File Improvements.mp4 -
27.7 MB
012 Data Ingestion - Results File Improvements_en.srt -
6.4 KB
013 Data Ingestion - All Other Files (Assignment).mp4 -
17.7 MB
013 Data Ingestion - All Other Files (Assignment)_en.srt -
5.0 KB
014 Data Ingestion - Fix Duplicates in Results Data.mp4 -
53.3 MB
014 Data Ingestion - Fix Duplicates in Results Data_en.srt -
11.1 KB
015 Data Transformation - All PySpark Notebooks.mp4 -
48.6 MB
015 Data Transformation - All PySpark Notebooks_en.srt -
10.8 KB
016 Data Transformation - SQL Notebook.mp4 -
86.3 MB
016 Data Transformation - SQL Notebook_en.srt -
17.7 KB
001 Section Overview.mp4 -
1.3 MB
001 Section Overview_en.srt -
1.7 KB
002 Azure Data Factory Overview.mp4 -
10.0 MB
002 Azure Data Factory Overview_en.srt -
8.4 KB
003 Create Azure Data Factory Service.mp4 -
28.4 MB
003 Create Azure Data Factory Service_en.srt -
8.5 KB
004 Azure Data Factory Components.mp4 -
4.7 MB
004 Azure Data Factory Components_en.srt -
4.6 KB
005 Create Pipeline - Circuits File Ingestion.mp4 -
92.6 MB
005 Create Pipeline - Circuits File Ingestion_en.srt -
24.7 KB
006 Debugging a Pipeline.mp4 -
20.3 MB
006 Debugging a Pipeline_en.srt -
7.2 KB
007 Update Pipeline - Ingest All Other Files.mp4 -
21.2 MB
007 Update Pipeline - Ingest All Other Files_en.srt -
6.6 KB
008 Improve Pipeline - Handle Missing Files.mp4 -
45.1 MB
008 Improve Pipeline - Handle Missing Files_en.srt -
19.7 KB
009 Create Pipeline - Transformation Notebooks.mp4 -
35.5 MB
009 Create Pipeline - Transformation Notebooks_en.srt -
12.1 KB
010 Create ADF Trigger.mp4 -
45.9 MB
010 Create ADF Trigger_en.srt -
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001 Power BI.mp4 -
44.7 MB
001 Power BI_en.srt -
12.6 KB
001 Good Luck.mp4 -
751.1 KB
001 Good Luck_en.srt -
1.3 KB
002 Bonus Lecture.html -
995 bytes
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