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Azure Databricks & Spark For Data Engineers (PySpark / SQL)
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Azure Databricks & Spark For Data Engineers (PySpark / SQL)

Real World Project on Formula1 Racing for Data Engineers using Azure Databricks, Delta Lake, Azure Data Factory [DP203]

Udemy Link - https://www.udemy.com/course/azure-databricks-spark-core-for-data-engineers/

Please seed as much as you can!

01 - Introduction/001 Course Introduction.mp430.09 MiB
01 - Introduction/001 Course Introduction_en.srt10.05 KiB
01 - Introduction/002 Course Structure.mp419.35 MiB
01 - Introduction/002 Course Structure_en.srt4.08 KiB
01 - Introduction/003 Course Resources Download.html1.29 KiB
01 - Introduction/004 Azure-Databricks-Course-Slide-Deck-V3.pdf15.39 MiB
01 - Introduction/004 Course Slides Download.html83 B
02 - Azure Subscription (Optional)/001 Creating Azure Free Account.mp435.88 MiB
02 - Azure Subscription (Optional)/001 Creating Azure Free Account_en.srt8.16 KiB
02 - Azure Subscription (Optional)/002 Azure Portal Overview.mp410.99 MiB
02 - Azure Subscription (Optional)/002 Azure Portal Overview_en.srt5.5 KiB
02 - Azure Subscription (Optional)/002 Azure-Portal-URL.url49 B
02 - Azure Subscription (Optional)/external-links.txt51 B
03 - Azure Databricks Overview/001 Introduction to Azure Databricks.mp434.48 MiB
03 - Azure Databricks Overview/001 Introduction to Azure Databricks_en.srt11.81 KiB
03 - Azure Databricks Overview/002 Azure-Databricks-Pricing.url72 B
03 - Azure Databricks Overview/002 Creating Azure Databricks Service.mp437.48 MiB
03 - Azure Databricks Overview/002 Creating Azure Databricks Service_en.srt11.03 KiB
03 - Azure Databricks Overview/003 Databricks User Interface Overview.mp415.25 MiB
03 - Azure Databricks Overview/003 Databricks User Interface Overview_en.srt8.33 KiB
03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview.mp48.65 MiB
03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview_en.srt5.11 KiB
03 - Azure Databricks Overview/external-links.txt82 B
04 - Databricks Clusters/001 Section Overview.mp42 MiB
04 - Databricks Clusters/001 Section Overview_en.srt2.24 KiB
04 - Databricks Clusters/002 Please Read - Important Note for Free and Student Subscription.html836 B
04 - Databricks Clusters/003 Azure Databricks Cluster Types.mp411.29 MiB
04 - Databricks Clusters/003 Azure Databricks Cluster Types_en.srt6.32 KiB
04 - Databricks Clusters/004 Azure Databricks Cluster Configuration.mp433.31 MiB
04 - Databricks Clusters/004 Azure Databricks Cluster Configuration_en.srt11.26 KiB
04 - Databricks Clusters/005 Creating Azure Databricks Cluster.mp431.56 MiB
04 - Databricks Clusters/005 Creating Azure Databricks Cluster_en.srt15.99 KiB
04 - Databricks Clusters/006 Azure Databricks Pricing.mp438.22 MiB
04 - Databricks Clusters/006 Azure Databricks Pricing_en.srt13.42 KiB
04 - Databricks Clusters/006 Azure-Databricks-Pricing.url85 B
04 - Databricks Clusters/006 Azure-Linux-Virtual-Machine-Pricing.url105 B
04 - Databricks Clusters/007 Azure Cost Control.mp422.4 MiB
04 - Databricks Clusters/007 Azure Cost Control_en.srt11.56 KiB
04 - Databricks Clusters/008 Azure Databricks Cluster Pool.mp410.21 MiB
04 - Databricks Clusters/008 Azure Databricks Cluster Pool_en.srt7.57 KiB
04 - Databricks Clusters/009 Azure Databricks Cluster Policy.mp435.29 MiB
04 - Databricks Clusters/009 Azure Databricks Cluster Policy_en.srt21.28 KiB
04 - Databricks Clusters/009 Learning-Compute-Cluster-Policy.json579 B
04 - Databricks Clusters/external-links.txt221 B
05 - Databricks Notebooks/001 Section Overview.mp41.12 MiB
05 - Databricks Notebooks/001 Section Overview_en.srt1.38 KiB
05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction.mp421.43 MiB
05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction_en.srt13.82 KiB
05 - Databricks Notebooks/003 Magic commands.mp415.1 MiB
05 - Databricks Notebooks/003 Magic commands_en.srt8 KiB
05 - Databricks Notebooks/003 Markdown-Cheat-Sheet.url78 B
05 - Databricks Notebooks/004 Databricks Utilities.mp439.57 MiB
05 - Databricks Notebooks/004 Databricks Utilities_en.srt12.08 KiB
05 - Databricks Notebooks/005 Formula1-Project-Solutions.dbc404.06 KiB
05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks.mp410.44 MiB
05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks_en.srt4.79 KiB
05 - Databricks Notebooks/006 Formula1-Project-Solutions.zip117.81 KiB
05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files.mp46.16 MiB
05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files_en.srt2.7 KiB
05 - Databricks Notebooks/external-links.txt84 B
06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview.mp49.46 MiB
06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview_en.srt7.03 KiB
06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2.mp422.48 MiB
06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2_en.srt9.96 KiB
06 - Accessing Azure Data Lake from Databricks/002 circuits.csv9.81 KiB
06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview.mp411.96 MiB
06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview_en.srt6.67 KiB
06 - Accessing Azure Data Lake from Databricks/003 Azure-Storage-Explorer-Download-URL.url92 B
06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys.mp426.91 MiB
06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys_en.srt15 KiB
06 - Accessing Azure Data Lake from Databricks/004 Azure-Blob-File-System-abfs-Driver-documentation-URL.url107 B
06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token.mp441.39 MiB
06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token_en.srt12.17 KiB
06 - Accessing Azure Data Lake from Databricks/005 Access-Using-SAS-Documentation.url166 B
06 - Accessing Azure Data Lake from Databricks/005 SAS-Overview-URL.url99 B
06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal.mp464.57 MiB
06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal_en.srt17.06 KiB
06 - Accessing Azure Data Lake from Databricks/006 Access-using-Service-Principal-Documentation-URL.url197 B
06 - Accessing Azure Data Lake from Databricks/006 Python-f-string-help-URL.url125 B
06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication.mp428.29 MiB
06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication_en.srt9.8 KiB
06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough.mp418.07 MiB
06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough_en.srt8.25 KiB
06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project.mp47.67 MiB
06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project_en.srt5.22 KiB
06 - Accessing Azure Data Lake from Databricks/external-links.txt907 B
07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview.mp44.7 MiB
07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview_en.srt4.32 KiB
07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault.mp415.83 MiB
07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault_en.srt8.81 KiB
07 - Securing Access to Azure Data Lake/003 Creating Secret Scope.mp49.8 MiB
07 - Securing Access to Azure Data Lake/003 Creating Secret Scope_en.srt3.84 KiB
07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility.mp411.31 MiB
07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility_en.srt5.35 KiB
07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks.mp410.6 MiB
07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks_en.srt3.09 KiB
07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp425.48 MiB
07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment)_en.srt6.79 KiB
07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters.mp414.89 MiB
07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters_en.srt7.31 KiB
07 - Securing Access to Azure Data Lake/GetFreeCourses.Co.url116 B
08 - Mounting Data Lake Container to Databricks/001 Section Overview.mp4721 KiB
08 - Mounting Data Lake Container to Databricks/001 Section Overview_en.srt80 B
08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS).mp425.32 MiB
08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS)_en.srt12.52 KiB
08 - Mounting Data Lake Container to Databricks/002 circuits.csv9.81 KiB
08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview.mp48.41 MiB
08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview_en.srt5.96 KiB
08 - Mounting Data Lake Container to Databricks/003 Mounting-Azure-Data-Lake-Documentation-URL.url86 B
08 - Mounting Data Lake Container to Databricks/004 7.mount-adls-using-service-principal.py1.58 KiB
08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2.mp463.02 MiB
08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2_en.srt13.72 KiB
08 - Mounting Data Lake Container to Databricks/005 8.mount-adls-containers-for-project.py1.74 KiB
08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp446.68 MiB
08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment)_en.srt11.34 KiB
08 - Mounting Data Lake Container to Databricks/external-links.txt114 B
09 - Formula1 Project Overview/001 Section Overview.mp42.48 MiB
09 - Formula1 Project Overview/001 Section Overview_en.srt1.97 KiB
09 - Formula1 Project Overview/002 Ergast-API-Documentation.url46 B
09 - Formula1 Project Overview/002 Formula1 Data Overview.mp439.11 MiB
09 - Formula1 Project Overview/002 Formula1 Data Overview_en.srt13.57 KiB
09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake.mp49.12 MiB
09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake_en.srt5.66 KiB
09 - Formula1 Project Overview/003 raw.zip5.1 MiB
09 - Formula1 Project Overview/004 Project Requirement Overview.mp410.35 MiB
09 - Formula1 Project Overview/004 Project Requirement Overview_en.srt5.57 KiB
09 - Formula1 Project Overview/005 Solution Architecture Overview.mp454.74 MiB
09 - Formula1 Project Overview/005 Solution Architecture Overview_en.srt13.07 KiB
09 - Formula1 Project Overview/external-links.txt56 B
10 - Spark Introduction/001 Spark Cluster Architecture.mp47.16 MiB
10 - Spark Introduction/001 Spark Cluster Architecture_en.srt5.7 KiB
10 - Spark Introduction/002 Dataframe & Data Source API Overview.mp44.71 MiB
10 - Spark Introduction/002 Dataframe & Data Source API Overview_en.srt3.54 KiB
11 - Data Ingestion - CSV/001 Data Ingestion Overview.mp46.69 MiB
11 - Data Ingestion - CSV/001 Data Ingestion Overview_en.srt4.15 KiB
11 - Data Ingestion - CSV/002 Circuits File - Requirements.mp45.68 MiB
11 - Data Ingestion - CSV/002 Circuits File - Requirements_en.srt3.59 KiB
11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader.mp457.56 MiB
11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader_en.srt10.59 KiB
11 - Data Ingestion - CSV/003 Spark-API-Documentation.url82 B
11 - Data Ingestion - CSV/003 Spark-API-Reference.url92 B
11 - Data Ingestion - CSV/004 Circuits File - Specify Schema.mp465.95 MiB
11 - Data Ingestion - CSV/004 Circuits File - Specify Schema_en.srt13.36 KiB
11 - Data Ingestion - CSV/005 Circuits File - Select Columns.mp439.6 MiB
11 - Data Ingestion - CSV/005 Circuits File - Select Columns_en.srt7.84 KiB
11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed.mp49.52 MiB
11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed_en.srt2.98 KiB
11 - Data Ingestion - CSV/007 Circuits File - WithColumn.mp433.14 MiB
11 - Data Ingestion - CSV/007 Circuits File - WithColumn_en.srt6.64 KiB
11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer.mp427.11 MiB
11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer_en.srt7.82 KiB
11 - Data Ingestion - CSV/009 Races File - Requirements.mp46.34 MiB
11 - Data Ingestion - CSV/009 Races File - Requirements_en.srt3.67 KiB
11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment).mp474.99 MiB
11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment)_en.srt14.96 KiB
11 - Data Ingestion - CSV/011 Races File - Partitioning.mp425.12 MiB
11 - Data Ingestion - CSV/011 Races File - Partitioning_en.srt6.61 KiB
11 - Data Ingestion - CSV/external-links.txt188 B
12 - Data Ingestion - JSON/001 Constructors File - Requirements.mp424.36 MiB
12 - Data Ingestion - JSON/001 Constructors File - Requirements_en.srt3.88 KiB
12 - Data Ingestion - JSON/002 Constructors File - Read Data.mp413.81 MiB
12 - Data Ingestion - JSON/002 Constructors File - Read Data_en.srt7.47 KiB
12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data.mp441.34 MiB
12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data_en.srt9.14 KiB
12 - Data Ingestion - JSON/004 Drivers File - Requirements.mp49.67 MiB
12 - Data Ingestion - JSON/004 Drivers File - Requirements_en.srt2.29 KiB
12 - Data Ingestion - JSON/005 Drivers File - Spark Program.mp442.03 MiB
12 - Data Ingestion - JSON/005 Drivers File - Spark Program_en.srt9.18 KiB
12 - Data Ingestion - JSON/006 Results File - Requirements.mp420.3 MiB
12 - Data Ingestion - JSON/006 Results File - Requirements_en.srt2.65 KiB
12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment).mp49.35 MiB
12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment)_en.srt2.7 KiB
12 - Data Ingestion - JSON/008 Pitstops File - Requirements.mp45.74 MiB
12 - Data Ingestion - JSON/008 Pitstops File - Requirements_en.srt2.66 KiB
12 - Data Ingestion - JSON/009 Pitstops File - Spark Program.mp418.3 MiB
12 - Data Ingestion - JSON/009 Pitstops File - Spark Program_en.srt6.48 KiB
12 - Data Ingestion - JSON/GetFreeCourses.Co.url116 B
13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements.mp49.93 MiB
13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements_en.srt2.79 KiB
13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program.mp429.71 MiB
13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program_en.srt7.34 KiB
13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements.mp44.59 MiB
13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements_en.srt2.36 KiB
13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment).mp49.62 MiB
13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment)_en.srt2.88 KiB
14 - Databricks Workflows/001 Section Overview.mp41.56 MiB
14 - Databricks Workflows/001 Section Overview_en.srt1.8 KiB
14 - Databricks Workflows/002 Including a Child Notebook.mp442.47 MiB
14 - Databricks Workflows/002 Including a Child Notebook_en.srt12.81 KiB
14 - Databricks Workflows/003 Passing Parameters to Notebooks.mp419.62 MiB
14 - Databricks Workflows/003 Passing Parameters to Notebooks_en.srt7.06 KiB
14 - Databricks Workflows/004 Notebook Workflows.mp418.93 MiB
14 - Databricks Workflows/004 Notebook Workflows_en.srt10.95 KiB
14 - Databricks Workflows/005 Databricks Jobs.mp423.61 MiB
14 - Databricks Workflows/005 Databricks Jobs_en.srt12.07 KiB
15 - Filter & Join Transformations/001 Section Overview.mp41.42 MiB
15 - Filter & Join Transformations/001 Section Overview_en.srt1.54 KiB
15 - Filter & Join Transformations/002 Filter Transformation.mp436.69 MiB
15 - Filter & Join Transformations/002 Filter Transformation_en.srt8.65 KiB
15 - Filter & Join Transformations/003 Join Transformation - Inner Join.mp450.35 MiB
15 - Filter & Join Transformations/003 Join Transformation - Inner Join_en.srt11.44 KiB
15 - Filter & Join Transformations/004 Join Transformation - Outer Join.mp440.96 MiB
15 - Filter & Join Transformations/004 Join Transformation - Outer Join_en.srt8.42 KiB
15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins.mp436.14 MiB
15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins_en.srt8.03 KiB
15 - Filter & Join Transformations/006 Join Race Results - Requirement.mp415.76 MiB
15 - Filter & Join Transformations/006 Join Race Results - Requirement_en.srt6.29 KiB
15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment).mp418.83 MiB
15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment)_en.srt5.7 KiB
15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment).mp469.88 MiB
15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment)_en.srt13.52 KiB
16 - Aggregations/001 Section Overview.mp41.01 MiB
16 - Aggregations/001 Section Overview_en.srt1.23 KiB
16 - Aggregations/002 Simple Aggregate functions.mp435.9 MiB
16 - Aggregations/002 Simple Aggregate functions_en.srt9.64 KiB
16 - Aggregations/003 Group By.mp457.45 MiB
16 - Aggregations/003 Group By_en.srt9.5 KiB
16 - Aggregations/004 Window Functions.mp432.38 MiB
16 - Aggregations/004 Window Functions_en.srt10.34 KiB
16 - Aggregations/005 Driver Standings.mp465.31 MiB
16 - Aggregations/005 Driver Standings_en.srt15.04 KiB
16 - Aggregations/006 Constructor Standings (Assignment).mp411.15 MiB
16 - Aggregations/006 Constructor Standings (Assignment)_en.srt4.93 KiB
17 - Using SQL in Spark Applications/001 Local Temp View.mp434.65 MiB
17 - Using SQL in Spark Applications/001 Local Temp View_en.srt11.41 KiB
17 - Using SQL in Spark Applications/002 Global Temp View.mp429.51 MiB
17 - Using SQL in Spark Applications/002 Global Temp View_en.srt7.04 KiB
18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction.mp45.16 MiB
18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction_en.srt4.92 KiB
18 - Spark SQL - Databases Tables Views/002 Databases.mp429.84 MiB
18 - Spark SQL - Databases Tables Views/002 Databases_en.srt11.67 KiB
18 - Spark SQL - Databases Tables Views/002 Spark-SQL-Reference.url92 B
18 - Spark SQL - Databases Tables Views/003 Managed Tables.mp436.24 MiB
18 - Spark SQL - Databases Tables Views/003 Managed Tables_en.srt12.59 KiB
18 - Spark SQL - Databases Tables Views/004 External Tables.mp449.49 MiB
18 - Spark SQL - Databases Tables Views/004 External Tables_en.srt13.28 KiB
18 - Spark SQL - Databases Tables Views/005 Views.mp446.31 MiB
18 - Spark SQL - Databases Tables Views/005 Views_en.srt11.87 KiB
18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement.mp43.31 MiB
18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement_en.srt1.93 KiB
18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source.mp427.63 MiB
18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source_en.srt7.1 KiB
18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source.mp439.6 MiB
18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source_en.srt8.77 KiB
18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source.mp428.57 MiB
18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source_en.srt7.08 KiB
18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data).mp446.61 MiB
18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data)_en.srt10.78 KiB
18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment.mp48.99 MiB
18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment_en.srt4.42 KiB
18 - Spark SQL - Databases Tables Views/external-links.txt97 B
19 - Spark SQL - Filters Joins Aggregations/001 Section Overview.mp41.47 MiB
19 - Spark SQL - Filters Joins Aggregations/001 Section Overview_en.srt1.71 KiB
19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics.mp434.04 MiB
19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics_en.srt11.89 KiB
19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions.mp437.16 MiB
19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions_en.srt8.37 KiB
19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions.mp427.54 MiB
19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions_en.srt10.1 KiB
19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins.mp485.73 MiB
19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins_en.srt15.37 KiB
20 - Spark SQL - Analysis/001 Introduction.mp41.77 MiB
20 - Spark SQL - Analysis/001 Introduction_en.srt1.8 KiB
20 - Spark SQL - Analysis/002 Create Race Results table.mp436.37 MiB
20 - Spark SQL - Analysis/002 Create Race Results table_en.srt12.37 KiB
20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis.mp450.36 MiB
20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis_en.srt11.51 KiB
20 - Spark SQL - Analysis/004 Dominant Teams - Analysis.mp48.38 MiB
20 - Spark SQL - Analysis/004 Dominant Teams - Analysis_en.srt4.42 KiB
20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation.mp438.05 MiB
20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation_en.srt13.15 KiB
20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation.mp432.84 MiB
20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation_en.srt6.14 KiB
20 - Spark SQL - Analysis/007 Create dashboards - Drivers.mp417.53 MiB
20 - Spark SQL - Analysis/007 Create dashboards - Drivers_en.srt6.38 KiB
20 - Spark SQL - Analysis/008 Create dashboards - Teams.mp47.54 MiB
20 - Spark SQL - Analysis/008 Create dashboards - Teams_en.srt2.91 KiB
20 - Spark SQL - Analysis/GetFreeCourses.Co.url116 B
21 - Incremental Load/001 Section Overview.mp41005.23 KiB
21 - Incremental Load/001 Section Overview_en.srt1.34 KiB
21 - Incremental Load/002 Data Loading Design Patterns.mp414.19 MiB
21 - Incremental Load/002 Data Loading Design Patterns_en.srt13.35 KiB
21 - Incremental Load/003 Formula1 Project Scenario.mp414.91 MiB
21 - Incremental Load/003 Formula1 Project Scenario_en.srt10.7 KiB
21 - Incremental Load/004 Formula1 Project Data Set-up.mp49.28 MiB
21 - Incremental Load/004 Formula1 Project Data Set-up_en.srt4.73 KiB
21 - Incremental Load/004 incremental-load-data.zip5.23 MiB
21 - Incremental Load/005 Full Refresh Implementation.mp438 MiB
21 - Incremental Load/005 Full Refresh Implementation_en.srt7 KiB
21 - Incremental Load/006 Incremental Load - Method 1.mp4104.67 MiB
21 - Incremental Load/006 Incremental Load - Method 1_en.srt26.15 KiB
21 - Incremental Load/007 Incremental Load - Method 2.mp444.9 MiB
21 - Incremental Load/007 Incremental Load - Method 2_en.srt9.04 KiB
21 - Incremental Load/008 Incremental Load Improvements - Assignment.mp48.35 MiB
21 - Incremental Load/008 Incremental Load Improvements - Assignment_en.srt3.57 KiB
21 - Incremental Load/009 Incremental Load Improvements - Solution.mp460.98 MiB
21 - Incremental Load/009 Incremental Load Improvements - Solution_en.srt13.07 KiB
21 - Incremental Load/010 Incremental Load - Notebook Workflows.mp410.64 MiB
21 - Incremental Load/010 Incremental Load - Notebook Workflows_en.srt3.42 KiB
21 - Incremental Load/011 Incremental Load - Race Results.mp452.04 MiB
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22 - Delta Lake/001 Section Overview.mp41.14 MiB
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22 - Delta Lake/002 Pitfalls of Data Lakes.mp428.39 MiB
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22 - Delta Lake/007 History, Time Travel, Vacuum.mp482.68 MiB
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23 - Azure Data Factory/003 Create Azure Data Factory Service.mp428.41 MiB
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23 - Azure Data Factory/005 Create Pipeline - Circuits File Ingestion.mp492.57 MiB
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23 - Azure Data Factory/006 Debugging a Pipeline.mp420.27 MiB
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23 - Azure Data Factory/010 Create ADF Trigger.mp445.91 MiB
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24 - Connect to Other Services/001 Power BI.mp444.74 MiB
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25 - Next Steps/001 Good Luck.mp4751.07 KiB
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