GetFreeCourses Co Udemy Azure Databricks Spark For Data Engineers PySpark SQL

GetFreeCourses Co Udemy Azure Databricks Spark For Data Engineers PySpark SQL

Name	GetFreeCourses.Co-Udemy-Azure Databricks & Spark For Data Engineers (PySpark SQL)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.8 GB
Total Files	364
Last Seen	2025-07-19 00:56
Hash	E5DEBFCCCDD8169762B687C60BE94B7653FEA23C

/01 - Introduction/
001 Course Introduction.mp4	31.6 MB
001 Course Introduction_en.srt	10.3 KB
002 Course Structure.mp4	20.3 MB
002 Course Structure_en.srt	4.2 KB
003 Course Resources Download.html	1.3 KB
004 Azure-Databricks-Course-Slide-Deck-V3.pdf	16.1 MB
004 Course Slides Download.html	0.1 KB
/02 - Azure Subscription (Optional)/
001 Creating Azure Free Account.mp4	37.6 MB
001 Creating Azure Free Account_en.srt	8.4 KB
002 Azure Portal Overview.mp4	11.5 MB
002 Azure Portal Overview_en.srt	5.6 KB
002 Azure-Portal-URL.url	0.0 KB
external-links.txt	0.1 KB
/03 - Azure Databricks Overview/
001 Introduction to Azure Databricks.mp4	36.2 MB
001 Introduction to Azure Databricks_en.srt	12.1 KB
002 Azure-Databricks-Pricing.url	0.1 KB
002 Creating Azure Databricks Service.mp4	39.3 MB
002 Creating Azure Databricks Service_en.srt	11.3 KB
003 Databricks User Interface Overview.mp4	16.0 MB
003 Databricks User Interface Overview_en.srt	8.5 KB
004 Azure Databricks Architecture Overview.mp4	9.1 MB
004 Azure Databricks Architecture Overview_en.srt	5.2 KB
external-links.txt	0.1 KB
/04 - Databricks Clusters/
001 Section Overview.mp4	2.1 MB
001 Section Overview_en.srt	2.3 KB
002 Please Read - Important Note for Free and Student Subscription.html	0.8 KB
003 Azure Databricks Cluster Types.mp4	11.8 MB
003 Azure Databricks Cluster Types_en.srt	6.5 KB
004 Azure Databricks Cluster Configuration.mp4	34.9 MB
004 Azure Databricks Cluster Configuration_en.srt	11.5 KB
005 Creating Azure Databricks Cluster.mp4	33.1 MB
005 Creating Azure Databricks Cluster_en.srt	16.4 KB
006 Azure Databricks Pricing.mp4	40.1 MB
006 Azure Databricks Pricing_en.srt	13.7 KB
006 Azure-Databricks-Pricing.url	0.1 KB
006 Azure-Linux-Virtual-Machine-Pricing.url	0.1 KB
007 Azure Cost Control.mp4	23.5 MB
007 Azure Cost Control_en.srt	11.8 KB
008 Azure Databricks Cluster Pool.mp4	10.7 MB
008 Azure Databricks Cluster Pool_en.srt	7.8 KB
009 Azure Databricks Cluster Policy.mp4	37.0 MB
009 Azure Databricks Cluster Policy_en.srt	21.8 KB
009 Learning-Compute-Cluster-Policy.json	0.6 KB
external-links.txt	0.2 KB
/05 - Databricks Notebooks/
001 Section Overview.mp4	1.2 MB
001 Section Overview_en.srt	1.4 KB
002 Azure Databricks Notebooks Introduction.mp4	22.5 MB
002 Azure Databricks Notebooks Introduction_en.srt	14.2 KB
003 Magic commands.mp4	15.8 MB
003 Magic commands_en.srt	8.2 KB
003 Markdown-Cheat-Sheet.url	0.1 KB
004 Databricks Utilities.mp4	41.5 MB
004 Databricks Utilities_en.srt	12.4 KB
005 Formula1-Project-Solutions.dbc	413.8 KB
005 Project Solution Download - Databricks Notebooks.mp4	11.0 MB
005 Project Solution Download - Databricks Notebooks_en.srt	4.9 KB
006 Formula1-Project-Solutions.zip	120.6 KB
006 Project Solution Download - PythonSQL Files.mp4	6.5 MB
006 Project Solution Download - PythonSQL Files_en.srt	2.8 KB
external-links.txt	0.1 KB
/06 - Accessing Azure Data Lake from Databricks/
001 Accessing Azure Data Lake Overview.mp4	9.9 MB
001 Accessing Azure Data Lake Overview_en.srt	7.2 KB
002 Creating Azure Data Lake Storage Gen2.mp4	23.6 MB
002 Creating Azure Data Lake Storage Gen2_en.srt	10.2 KB
002 circuits.csv	10.0 KB
003 Azure Storage Explorer Overview.mp4	12.5 MB
003 Azure Storage Explorer Overview_en.srt	6.8 KB
003 Azure-Storage-Explorer-Download-URL.url	0.1 KB
004 Access Azure Data Lake using Access Keys.mp4	28.2 MB
004 Access Azure Data Lake using Access Keys_en.srt	15.4 KB
004 Azure-Blob-File-System-abfs-Driver-documentation-URL.url	0.1 KB
005 Access Azure Data Lake using SAS Token.mp4	43.4 MB
005 Access Azure Data Lake using SAS Token_en.srt	12.5 KB
005 Access-Using-SAS-Documentation.url	0.2 KB
005 SAS-Overview-URL.url	0.1 KB
006 Access Azure Data Lake using Service Principal.mp4	67.7 MB
006 Access Azure Data Lake using Service Principal_en.srt	17.5 KB
006 Access-using-Service-Principal-Documentation-URL.url	0.2 KB
006 Python-f-string-help-URL.url	0.1 KB
007 Cluster Scoped Authentication.mp4	29.7 MB
007 Cluster Scoped Authentication_en.srt	10.0 KB
008 Access Azure Data Lake using Credential Passthrough.mp4	18.9 MB
008 Access Azure Data Lake using Credential Passthrough_en.srt	8.5 KB
009 Recommended Approach for Course Project.mp4	8.0 MB
009 Recommended Approach for Course Project_en.srt	5.3 KB
external-links.txt	0.9 KB
/07 - Securing Access to Azure Data Lake/
001 Securing Secrets Overview.mp4	4.9 MB
001 Securing Secrets Overview_en.srt	4.4 KB
002 Creating Azure Key Vault.mp4	16.6 MB
002 Creating Azure Key Vault_en.srt	9.0 KB
003 Creating Secret Scope.mp4	10.3 MB
003 Creating Secret Scope_en.srt	3.9 KB
004 Databricks Secrets Utility.mp4	11.9 MB
004 Databricks Secrets Utility_en.srt	5.5 KB
005 Using Secrets to Access Azure Data Lake using notebooks.mp4	11.1 MB
005 Using Secrets to Access Azure Data Lake using notebooks_en.srt	3.2 KB
006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp4	26.7 MB
006 Using Secrets to Access Azure Data Lake using notebooks (Assignment)_en.srt	7.0 KB
007 Using Secrets Utility in Clusters.mp4	15.6 MB
007 Using Secrets Utility in Clusters_en.srt	7.5 KB
GetFreeCourses.Co.url	0.1 KB
/08 - Mounting Data Lake Container to Databricks/
001 Section Overview.mp4	738.3 KB
001 Section Overview_en.srt	0.8 KB
002 Databricks File System (DBFS).mp4	26.5 MB
002 Databricks File System (DBFS)_en.srt	12.8 KB
002 circuits.csv	10.0 KB
003 Databricks Mount overview.mp4	8.8 MB
003 Databricks Mount overview_en.srt	6.1 KB
003 Mounting-Azure-Data-Lake-Documentation-URL.url	0.1 KB
004 7.mount-adls-using-service-principal.py	1.6 KB
004 Mounting Azure Data Lake Storage Gen2.mp4	66.1 MB
004 Mounting Azure Data Lake Storage Gen2_en.srt	14.1 KB
005 8.mount-adls-containers-for-project.py	1.8 KB
005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp4	48.9 MB
005 Mounting Azure Data Lake Storage Gen2 (Assignment)_en.srt	11.6 KB
external-links.txt	0.1 KB
/09 - Formula1 Project Overview/
001 Section Overview.mp4	2.6 MB
001 Section Overview_en.srt	2.0 KB
002 Ergast-API-Documentation.url	0.0 KB
002 Formula1 Data Overview.mp4	41.0 MB
002 Formula1 Data Overview_en.srt	13.9 KB
003 Upload Formula1 Data to Data Lake.mp4	9.6 MB
003 Upload Formula1 Data to Data Lake_en.srt	5.8 KB
003 raw.zip	5.3 MB
004 Project Requirement Overview.mp4	10.9 MB
004 Project Requirement Overview_en.srt	5.7 KB
005 Solution Architecture Overview.mp4	57.4 MB
005 Solution Architecture Overview_en.srt	13.4 KB
external-links.txt	0.1 KB
/10 - Spark Introduction/
001 Spark Cluster Architecture.mp4	7.5 MB
001 Spark Cluster Architecture_en.srt	5.8 KB
002 Dataframe & Data Source API Overview.mp4	4.9 MB
002 Dataframe & Data Source API Overview_en.srt	3.6 KB
/11 - Data Ingestion - CSV/
001 Data Ingestion Overview.mp4	7.0 MB
001 Data Ingestion Overview_en.srt	4.3 KB
002 Circuits File - Requirements.mp4	6.0 MB
002 Circuits File - Requirements_en.srt	3.7 KB
003 Circuits File - Dataframe Reader.mp4	60.4 MB
003 Circuits File - Dataframe Reader_en.srt	10.8 KB
003 Spark-API-Documentation.url	0.1 KB
003 Spark-API-Reference.url	0.1 KB
004 Circuits File - Specify Schema.mp4	69.2 MB
004 Circuits File - Specify Schema_en.srt	13.7 KB
005 Circuits File - Select Columns.mp4	41.5 MB
005 Circuits File - Select Columns_en.srt	8.0 KB
006 Circuits File - WithColumnRenamed.mp4	10.0 MB
006 Circuits File - WithColumnRenamed_en.srt	3.0 KB
007 Circuits File - WithColumn.mp4	34.7 MB
007 Circuits File - WithColumn_en.srt	6.8 KB
008 Circuits File - Dataframe Writer.mp4	28.4 MB
008 Circuits File - Dataframe Writer_en.srt	8.0 KB
009 Races File - Requirements.mp4	6.6 MB
009 Races File - Requirements_en.srt	3.8 KB
010 Races File - Spark Program (Assignment).mp4	78.6 MB
010 Races File - Spark Program (Assignment)_en.srt	15.3 KB
011 Races File - Partitioning.mp4	26.3 MB
011 Races File - Partitioning_en.srt	6.8 KB
external-links.txt	0.2 KB
/12 - Data Ingestion - JSON/
001 Constructors File - Requirements.mp4	25.5 MB
001 Constructors File - Requirements_en.srt	4.0 KB
002 Constructors File - Read Data.mp4	14.5 MB
002 Constructors File - Read Data_en.srt	7.7 KB
003 Constructors File - Transform & Write Data.mp4	43.3 MB
003 Constructors File - Transform & Write Data_en.srt	9.4 KB
004 Drivers File - Requirements.mp4	10.1 MB
004 Drivers File - Requirements_en.srt	2.3 KB
005 Drivers File - Spark Program.mp4	44.1 MB
005 Drivers File - Spark Program_en.srt	9.4 KB
006 Results File - Requirements.mp4	21.3 MB
006 Results File - Requirements_en.srt	2.7 KB
007 Results File - Spark Program (Assignment).mp4	9.8 MB
007 Results File - Spark Program (Assignment)_en.srt	2.8 KB
008 Pitstops File - Requirements.mp4	6.0 MB
008 Pitstops File - Requirements_en.srt	2.7 KB
009 Pitstops File - Spark Program.mp4	19.2 MB
009 Pitstops File - Spark Program_en.srt	6.6 KB
GetFreeCourses.Co.url	0.1 KB
/13 - Data Ingestion - Multiple Files/
001 Lap Times - Requirements.mp4	10.4 MB
001 Lap Times - Requirements_en.srt	2.9 KB
002 Lap Times - Spark Program.mp4	31.2 MB
002 Lap Times - Spark Program_en.srt	7.5 KB
003 Qualifying - Requirements.mp4	4.8 MB
003 Qualifying - Requirements_en.srt	2.4 KB
004 Qualifying - Spark Program (Assignment).mp4	10.1 MB
004 Qualifying - Spark Program (Assignment)_en.srt	2.9 KB
/14 - Databricks Workflows/
001 Section Overview.mp4	1.6 MB
001 Section Overview_en.srt	1.8 KB
002 Including a Child Notebook.mp4	44.5 MB
002 Including a Child Notebook_en.srt	13.1 KB
003 Passing Parameters to Notebooks.mp4	20.6 MB
003 Passing Parameters to Notebooks_en.srt	7.2 KB
004 Notebook Workflows.mp4	19.9 MB
004 Notebook Workflows_en.srt	11.2 KB
005 Databricks Jobs.mp4	24.8 MB
005 Databricks Jobs_en.srt	12.4 KB
/15 - Filter & Join Transformations/
001 Section Overview.mp4	1.5 MB
001 Section Overview_en.srt	1.6 KB
002 Filter Transformation.mp4	38.5 MB
002 Filter Transformation_en.srt	8.9 KB
003 Join Transformation - Inner Join.mp4	52.8 MB
003 Join Transformation - Inner Join_en.srt	11.7 KB
004 Join Transformation - Outer Join.mp4	43.0 MB
004 Join Transformation - Outer Join_en.srt	8.6 KB
005 Join Transformation - Semi, Anti & Cross Joins.mp4	37.9 MB
005 Join Transformation - Semi, Anti & Cross Joins_en.srt	8.2 KB
006 Join Race Results - Requirement.mp4	16.5 MB
006 Join Race Results - Requirement_en.srt	6.4 KB
007 Set-up Presentation Layer (Assignment).mp4	19.7 MB
007 Set-up Presentation Layer (Assignment)_en.srt	5.8 KB
008 Join Race Results - Solution (Assignment).mp4	73.3 MB
008 Join Race Results - Solution (Assignment)_en.srt	13.8 KB
/16 - Aggregations/
001 Section Overview.mp4	1.1 MB
001 Section Overview_en.srt	1.3 KB
002 Simple Aggregate functions.mp4	37.6 MB
002 Simple Aggregate functions_en.srt	9.9 KB
003 Group By.mp4	60.2 MB
003 Group By_en.srt	9.7 KB
004 Window Functions.mp4	33.9 MB
004 Window Functions_en.srt	10.6 KB
005 Driver Standings.mp4	68.5 MB
005 Driver Standings_en.srt	15.4 KB
006 Constructor Standings (Assignment).mp4	11.7 MB
006 Constructor Standings (Assignment)_en.srt	5.0 KB
/17 - Using SQL in Spark Applications/
001 Local Temp View.mp4	36.3 MB
001 Local Temp View_en.srt	11.7 KB
002 Global Temp View.mp4	30.9 MB
002 Global Temp View_en.srt	7.2 KB
/18 - Spark SQL - Databases Tables Views/
001 Spark SQL - Introduction.mp4	5.4 MB
001 Spark SQL - Introduction_en.srt	5.0 KB
002 Databases.mp4	31.3 MB
002 Databases_en.srt	12.0 KB
002 Spark-SQL-Reference.url	0.1 KB
003 Managed Tables.mp4	38.0 MB
003 Managed Tables_en.srt	12.9 KB
004 External Tables.mp4	51.9 MB
004 External Tables_en.srt	13.6 KB
005 Views.mp4	48.6 MB
005 Views_en.srt	12.2 KB
006 Formula1 Project SQL Requirement.mp4	3.5 MB
006 Formula1 Project SQL Requirement_en.srt	2.0 KB
007 Create Table - CSV Source.mp4	29.0 MB
007 Create Table - CSV Source_en.srt	7.3 KB
008 Create Table - JSON Source.mp4	41.5 MB
008 Create Table - JSON Source_en.srt	9.0 KB
009 Create Table - Multi Files Source.mp4	30.0 MB
009 Create Table - Multi Files Source_en.srt	7.2 KB
010 Create Table - Parquet Source (Processed Data).mp4	48.9 MB
010 Create Table - Parquet Source (Processed Data)_en.srt	11.0 KB
011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4	9.4 MB
011 Create Table - Parquet Source (Presentation Data) - Assignment_en.srt	4.5 KB
external-links.txt	0.1 KB
/19 - Spark SQL - Filters Joins Aggregations/
001 Section Overview.mp4	1.5 MB
001 Section Overview_en.srt	1.8 KB
002 SQL DML Basics.mp4	35.7 MB
002 SQL DML Basics_en.srt	12.2 KB
003 SQL Simple Functions.mp4	39.0 MB
003 SQL Simple Functions_en.srt	8.6 KB
004 SQL Aggregates Window functions.mp4	28.9 MB
004 SQL Aggregates Window functions_en.srt	10.3 KB
005 SQL Joins.mp4	89.9 MB
005 SQL Joins_en.srt	15.7 KB
/20 - Spark SQL - Analysis/
001 Introduction.mp4	1.9 MB
001 Introduction_en.srt	1.8 KB
002 Create Race Results table.mp4	38.1 MB
002 Create Race Results table_en.srt	12.7 KB
003 Dominant Drivers - Analysis.mp4	52.8 MB
003 Dominant Drivers - Analysis_en.srt	11.8 KB
004 Dominant Teams - Analysis.mp4	8.8 MB
004 Dominant Teams - Analysis_en.srt	4.5 KB
005 Dominant Drivers - Visualisation.mp4	39.9 MB
005 Dominant Drivers - Visualisation_en.srt	13.5 KB
006 Dominant Teams - Visualisation.mp4	34.4 MB
006 Dominant Teams - Visualisation_en.srt	6.3 KB
007 Create dashboards - Drivers.mp4	18.4 MB
007 Create dashboards - Drivers_en.srt	6.5 KB
008 Create dashboards - Teams.mp4	7.9 MB
008 Create dashboards - Teams_en.srt	3.0 KB
GetFreeCourses.Co.url	0.1 KB
/21 - Incremental Load/
001 Section Overview.mp4	1.0 MB
001 Section Overview_en.srt	1.4 KB
002 Data Loading Design Patterns.mp4	14.9 MB
002 Data Loading Design Patterns_en.srt	13.7 KB
003 Formula1 Project Scenario.mp4	15.6 MB
003 Formula1 Project Scenario_en.srt	11.0 KB
004 Formula1 Project Data Set-up.mp4	9.7 MB
004 Formula1 Project Data Set-up_en.srt	4.8 KB
004 incremental-load-data.zip	5.5 MB
005 Full Refresh Implementation.mp4	39.8 MB
005 Full Refresh Implementation_en.srt	7.2 KB
006 Incremental Load - Method 1.mp4	109.8 MB
006 Incremental Load - Method 1_en.srt	26.8 KB
007 Incremental Load - Method 2.mp4	47.1 MB
007 Incremental Load - Method 2_en.srt	9.3 KB
008 Incremental Load Improvements - Assignment.mp4	8.8 MB
008 Incremental Load Improvements - Assignment_en.srt	3.7 KB
009 Incremental Load Improvements - Solution.mp4	63.9 MB
009 Incremental Load Improvements - Solution_en.srt	13.4 KB
010 Incremental Load - Notebook Workflows.mp4	11.2 MB
010 Incremental Load - Notebook Workflows_en.srt	3.5 KB
011 Incremental Load - Race Results.mp4	54.6 MB
011 Incremental Load - Race Results_en.srt	9.6 KB
012 Incremental Load - Driver Standings.mp4	68.1 MB
012 Incremental Load - Driver Standings_en.srt	13.1 KB
013 Incremental Load - Constructor Standings (Assignment).mp4	30.0 MB
013 Incremental Load - Constructor Standings (Assignment)_en.srt	6.8 KB
/22 - Delta Lake/
001 Section Overview.mp4	1.2 MB
001 Section Overview_en.srt	1.3 KB
002 Pitfalls of Data Lakes.mp4	29.8 MB
002 Pitfalls of Data Lakes_en.srt	11.2 KB
003 Data Lakehouse Architecture.mp4	10.8 MB
003 Data Lakehouse Architecture_en.srt	7.6 KB
004 Read & Write to Delta Lake.mp4	69.1 MB
004 Read & Write to Delta Lake_en.srt	16.2 KB
005 Updates and Deletes on Delta Lake.mp4	47.2 MB
005 Updates and Deletes on Delta Lake_en.srt	9.8 KB
006 Merge Upsert to Delta Lake.mp4	98.5 MB
006 Merge Upsert to Delta Lake_en.srt	20.7 KB
007 History, Time Travel, Vacuum.mp4	86.7 MB
007 History, Time Travel, Vacuum_en.srt	19.8 KB
008 Delta Lake Transaction Log.mp4	103.9 MB
008 Delta Lake Transaction Log_en.srt	19.5 KB
009 Convert from Parquet to Delta.mp4	21.0 MB
009 Convert from Parquet to Delta_en.srt	5.9 KB
010 Data Ingestion - Circuits File.mp4	33.2 MB
010 Data Ingestion - Circuits File_en.srt	8.7 KB
011 Data Ingestion - Results File.mp4	71.6 MB
011 Data Ingestion - Results File_en.srt	15.9 KB
012 Data Ingestion - Results File Improvements.mp4	29.0 MB
012 Data Ingestion - Results File Improvements_en.srt	6.6 KB
013 Data Ingestion - All Other Files (Assignment).mp4	18.5 MB
013 Data Ingestion - All Other Files (Assignment)_en.srt	5.1 KB
014 Data Ingestion - Fix Duplicates in Results Data.mp4	55.9 MB
014 Data Ingestion - Fix Duplicates in Results Data_en.srt	11.4 KB
015 Data Transformation - All PySpark Notebooks.mp4	50.9 MB
015 Data Transformation - All PySpark Notebooks_en.srt	11.0 KB
016 Data Transformation - SQL Notebook.mp4	90.5 MB
016 Data Transformation - SQL Notebook_en.srt	18.1 KB
/23 - Azure Data Factory/
001 Section Overview.mp4	1.4 MB
001 Section Overview_en.srt	1.7 KB
002 Azure Data Factory Overview.mp4	10.5 MB
002 Azure Data Factory Overview_en.srt	8.6 KB
003 Create Azure Data Factory Service.mp4	29.8 MB
003 Create Azure Data Factory Service_en.srt	8.7 KB
004 Azure Data Factory Components.mp4	5.0 MB
004 Azure Data Factory Components_en.srt	4.8 KB
005 Create Pipeline - Circuits File Ingestion.mp4	97.1 MB
005 Create Pipeline - Circuits File Ingestion_en.srt	25.3 KB
006 Debugging a Pipeline.mp4	21.3 MB
006 Debugging a Pipeline_en.srt	7.4 KB
007 Update Pipeline - Ingest All Other Files.mp4	22.2 MB
007 Update Pipeline - Ingest All Other Files_en.srt	6.7 KB
008 Improve Pipeline - Handle Missing Files.mp4	47.3 MB
008 Improve Pipeline - Handle Missing Files_en.srt	20.1 KB
009 Create Pipeline - Transformation Notebooks.mp4	37.2 MB
009 Create Pipeline - Transformation Notebooks_en.srt	12.4 KB
010 Create ADF Trigger.mp4	48.1 MB
010 Create ADF Trigger_en.srt	25.3 KB
/24 - Connect to Other Services/
001 Power BI.mp4	46.9 MB
001 Power BI_en.srt	12.9 KB
/25 - Next Steps/
001 Good Luck.mp4	769.1 KB
001 Good Luck_en.srt	1.3 KB
002 Bonus Lecture.html	1.0 KB
/
Download Paid Udemy Courses For Free.url	0.1 KB
GetFreeCourses.Co.url	0.1 KB
Total files 364