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[ FreeCourseWeb com ] Udemy - Azure Databricks & Spark Core For Data Engineers(Python - SQL)
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01 Introduction
001 Course Introduction.en.srt
001 Course Introduction.mp4
002 Course Structure.en.srt
002 Course Structure.mp4
003 Azure Databricks Course Slide Deck.pdf
003 Course Materials Download.html
004 Useful Links.html
02 Azure Subscription (Optional)
001 Creating Azure Free Account.en.srt
001 Creating Azure Free Account.mp4
002 Azure Portal Overview.en.srt
002 Azure Portal Overview.mp4
03 Azure Databricks Overview
001 Introduction to Azure Databricks.en.srt
001 Introduction to Azure Databricks.mp4
002 Creating Azure Databricks Service.en.srt
002 Creating Azure Databricks Service.mp4
003 Recent changes to the Azure Databricks UI.en.srt
003 Recent changes to the Azure Databricks UI.mp4
004 Azure Databricks Architecture Overview.en.srt
004 Azure Databricks Architecture Overview.mp4
005 Project Solution Databricks Notebooks.en.srt
005 Project Solution Databricks Notebooks.mp4
011 Formula1-Project-Solutions.dbc
04 Databricks Clusters
001 Section Overview.en.srt
001 Section Overview.mp4
002 Azure Databricks Cluster Types.en.srt
002 Azure Databricks Cluster Types.mp4
003 Azure Databricks Cluster Configuration.en.srt
003 Azure Databricks Cluster Configuration.mp4
004 Creating Azure Databricks Cluster.en.srt
004 Creating Azure Databricks Cluster.mp4
005 Azure Databricks Cluster Pool.en.srt
005 Azure Databricks Cluster Pool.mp4
05 Databricks Notebooks
001 Section Overview.en.srt
001 Section Overview.mp4
002 Azure Databricks Notebooks Introduction.en.srt
002 Azure Databricks Notebooks Introduction.mp4
003 Magic commands.en.srt
003 Magic commands.mp4
004 Databricks Utilities.en.srt
004 Databricks Utilities.mp4
06 Mounting Data Lake Container to Databricks
001 Section Overview.en.srt
001 Section Overview.mp4
002 Databricks File System (DBFS).en.srt
002 Databricks File System (DBFS).mp4
003 Databricks Mount overview.en.srt
003 Databricks Mount overview.mp4
004 Creating Azure Data Lake Storage Gen2.en.srt
004 Creating Azure Data Lake Storage Gen2.mp4
005 Creating Azure Service Principal.en.srt
005 Creating Azure Service Principal.mp4
006 Mounting Azure Data Lake Storage Gen2.en.srt
006 Mounting Azure Data Lake Storage Gen2.mp4
007 Secret Scopes Overview.en.srt
007 Secret Scopes Overview.mp4
008 Creating Secret Scope and Secrets in Key Vault.en.srt
008 Creating Secret Scope and Secrets in Key Vault.mp4
009 Mounting Data Lake Using Secrets.en.srt
009 Mounting Data Lake Using Secrets.mp4
022 circuits.csv
07 Formula1 Project Overview
001 Section Overview.en.srt
001 Section Overview.mp4
002 Formula1 Data Overview.en.srt
002 Formula1 Data Overview.mp4
003 Upload Formula1 Data to Data Lake.en.srt
003 Upload Formula1 Data to Data Lake.mp4
004 Project Requirement Overview.en.srt
004 Project Requirement Overview.mp4
005 Solution Architecture Overview.en.srt
005 Solution Architecture Overview.mp4
__MACOSX
raw
_.DS_Store
_circuits.csv
_constructors.json
_drivers.json
_pit_stops.json
_races.csv
_results.json
lap_times
_.DS_Store
_lap_times_split_1.csv
_lap_times_split_2.csv
_lap_times_split_3.csv
_lap_times_split_4.csv
_lap_times_split_5.csv
qualifying
_.DS_Store
_qualifying_split_1.json
_qualifying_split_2.json
raw
DS_Store
circuits.csv
constructors.json
drivers.json
lap_times
DS_Store
lap_times_split_1.csv
lap_times_split_2.csv
lap_times_split_3.csv
lap_times_split_4.csv
lap_times_split_5.csv
pit_stops.json
qualifying
DS_Store
qualifying_split_1.json
qualifying_split_2.json
races.csv
results.json
08 Spark Introduction
001 Spark Cluster Architecture.en.srt
001 Spark Cluster Architecture.mp4
002 Dataframe & Data Source API Overview.en.srt
002 Dataframe & Data Source API Overview.mp4
09 Data Ingestion - CSV
001 Data Ingestion Overview.en.srt
001 Data Ingestion Overview.mp4
002 Circuits File - Requirements.en.srt
002 Circuits File - Requirements.mp4
003 Circuits File - Dataframe Reader.en.srt
003 Circuits File - Dataframe Reader.mp4
004 Circuits File - Specify Schema.en.srt
004 Circuits File - Specify Schema.mp4
005 Circuits File - Select Columns.en.srt
005 Circuits File - Select Columns.mp4
006 Circuits File - WithColumnRenamed.en.srt
006 Circuits File - WithColumnRenamed.mp4
007 Circuits File - WithColumn.en.srt
007 Circuits File - WithColumn.mp4
008 Circuits File - Dataframe Writer.en.srt
008 Circuits File - Dataframe Writer.mp4
009 Races File - Requirements.en.srt
009 Races File - Requirements.mp4
010 Races File - Spark Program (Assignment).en.srt
010 Races File - Spark Program (Assignment).mp4
011 Races File - Partitioning.en.srt
011 Races File - Partitioning.mp4
10 Data Ingestion - JSON
001 Constructors File - Requirements.en.srt
001 Constructors File - Requirements.mp4
002 Constructors File - Read Data.en.srt
002 Constructors File - Read Data.mp4
003 Constructors File - Transform & Write Data.en.srt
003 Constructors File - Transform & Write Data.mp4
004 Drivers File - Requirements.en.srt
004 Drivers File - Requirements.mp4
005 Drivers File - Spark Program.en.srt
005 Drivers File - Spark Program.mp4
006 Results File - Requirements.en.srt
006 Results File - Requirements.mp4
007 Results File - Spark Program (Assignment).en.srt
007 Results File - Spark Program (Assignment).mp4
008 Pitstops File - Requirements.en.srt
008 Pitstops File - Requirements.mp4
009 Pitstops File - Spark Program.en.srt
009 Pitstops File - Spark Program.mp4
11 Data Ingestion - Multiple Files
001 Lap Times - Requirements.en.srt
001 Lap Times - Requirements.mp4
002 Lap Times - Spark Program.en.srt
002 Lap Times - Spark Program.mp4
003 Qualifying - Requirements.en.srt
003 Qualifying - Requirements.mp4
004 Qualifying - Spark Program (Assignment).en.srt
004 Qualifying - Spark Program (Assignment).mp4
12 Databricks Workflows
001 Section Overview.en.srt
001 Section Overview.mp4
002 Including a Child Notebook.en.srt
002 Including a Child Notebook.mp4
003 Passing Parameters to Notebooks.en.srt
003 Passing Parameters to Notebooks.mp4
004 Notebook Workflows.en.srt
004 Notebook Workflows.mp4
005 Databricks Jobs.en.srt
005 Databricks Jobs.mp4
13 Filter & Join Transformations
001 Section Overview.en.srt
001 Section Overview.mp4
002 Filter Transformation.en.srt
002 Filter Transformation.mp4
003 Join Transformation - Inner Join.en.srt
003 Join Transformation - Inner Join.mp4
004 Join Transformation - Outer Join.en.srt
004 Join Transformation - Outer Join.mp4
005 Join Transformation - Semi, Anti & Cross Joins.en.srt
005 Join Transformation - Semi, Anti & Cross Joins.mp4
006 Join Race Results - Requirement.en.srt
006 Join Race Results - Requirement.mp4
007 Set-up Presentation Layer (Assignment).en.srt
007 Set-up Presentation Layer (Assignment).mp4
008 Join Race Results - Solution (Assignment).en.srt
008 Join Race Results - Solution (Assignment).mp4
14 Aggregations
001 Section Overview.en.srt
001 Section Overview.mp4
002 Simple Aggregate functions.en.srt
002 Simple Aggregate functions.mp4
003 Group By.en.srt
003 Group By.mp4
004 Window Functions.en.srt
004 Window Functions.mp4
005 Driver Standings.en.srt
005 Driver Standings.mp4
006 Constructor Standings (Assignment).en.srt
006 Constructor Standings (Assignment).mp4
15 Using SQL in Spark Applications
001 Local Temp View.en.srt
001 Local Temp View.mp4
002 Global Temp View.en.srt
002 Global Temp View.mp4
16 Spark SQL - Databases_ Tables_ Views
001 Spark SQL - Introduction.en.srt
001 Spark SQL - Introduction.mp4
002 Databases.en.srt
002 Databases.mp4
003 Managed Tables.en.srt
003 Managed Tables.mp4
004 External Tables.en.srt
004 External Tables.mp4
005 Views.en.srt
005 Views.mp4
006 Formula1 Project SQL Requirement.en.srt
006 Formula1 Project SQL Requirement.mp4
007 Create Table - CSV Source.en.srt
007 Create Table - CSV Source.mp4
008 Create Table - JSON Source.en.srt
008 Create Table - JSON Source.mp4
009 Create Table - Multi Files Source.en.srt
009 Create Table - Multi Files Source.mp4
010 Create Table - Parquet Source (Processed Data).en.srt
010 Create Table - Parquet Source (Processed Data).mp4
011 Create Table - Parquet Source (Presentation Data) - Assignment.en.srt
011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4
17 Spark SQL - Filters_ Joins_ Aggregations
001 Section Overview.en.srt
001 Section Overview.mp4
002 SQL DML Basics.en.srt
002 SQL DML Basics.mp4
003 SQL Simple Functions.en.srt
003 SQL Simple Functions.mp4
004 SQL Aggregates_ Window functions.en.srt
004 SQL Aggregates_ Window functions.mp4
005 SQL Joins.en.srt
005 SQL Joins.mp4
18 Spark SQL - Analysis
001 Introduction.en.srt
001 Introduction.mp4
002 Create Race Results table.en.srt
002 Create Race Results table.mp4
003 Dominant Drivers - Analysis.en.srt
003 Dominant Drivers - Analysis.mp4
004 Dominant Teams - Analysis.en.srt
004 Dominant Teams - Analysis.mp4
005 Dominant Drivers - Visualisation.en.srt
005 Dominant Drivers - Visualisation.mp4
006 Dominant Teams - Visualisation.en.srt
006 Dominant Teams - Visualisation.mp4
007 Create dashboards - Drivers.en.srt
007 Create dashboards - Drivers.mp4
008 Create dashboards - Teams.en.srt
008 Create dashboards - Teams.mp4
19 Incremental Load
001 Section Overview.en.srt
001 Section Overview.mp4
002 Data Loading Design Patterns.en.srt
002 Data Loading Design Patterns.mp4
003 Formula1 Project Scenario.en.srt
003 Formula1 Project Scenario.mp4
004 Formula1 Project Data Set-up.en.srt
004 Formula1 Project Data Set-up.mp4
005 Full Refresh Implementation.en.srt
005 Full Refresh Implementation.mp4
006 Incremental Load - Method 1.en.srt
006 Incremental Load - Method 1.mp4
007 Incremental Load - Method 2.en.srt
007 Incremental Load - Method 2.mp4
008 Incremental Load Improvements - Assignment.en.srt
008 Incremental Load Improvements - Assignment.mp4
009 Incremental Load Improvements - Solution.en.srt
009 Incremental Load Improvements - Solution.mp4
010 Incremental Load - Notebook Workflows.en.srt
010 Incremental Load - Notebook Workflows.mp4
011 Incremental Load - Race Results.en.srt
011 Incremental Load - Race Results.mp4
012 Incremental Load - Driver Standings.en.srt
012 Incremental Load - Driver Standings.mp4
013 Incremental Load - Constructor Standings (Assignment).en.srt
013 Incremental Load - Constructor Standings (Assignment).mp4
2021-03-21
DS_Store
circuits.csv
constructors.json
drivers.json
lap_times
DS_Store
lap_times_split_1.csv
lap_times_split_2.csv
lap_times_split_3.csv
lap_times_split_4.csv
lap_times_split_5.csv
pit_stops.json
qualifying
DS_Store
qualifying_split_1.json
qualifying_split_2.json
races.csv
results.json
2021-03-28
DS_Store
circuits.csv
constructors.json
drivers.json
lap_times
lap_times_split_1.csv
pit_stops.json
qualifying
qualifying_split_1.json
races.csv
results.json
2021-04-18
DS_Store
circuits.csv
constructors.json
drivers.json
lap_times
lap_times_split_1.csv
pit_stops.json
qualifying
qualifying_split_1.json
races.csv
results.json
__MACOSX
2021-03-21
_.DS_Store
_circuits.csv
_constructors.json
_drivers.json
_pit_stops.json
_races.csv
_results.json
lap_times
_.DS_Store
_lap_times_split_1.csv
_lap_times_split_2.csv
_lap_times_split_3.csv
_lap_times_split_4.csv
_lap_times_split_5.csv
qualifying
_.DS_Store
_qualifying_split_1.json
_qualifying_split_2.json
2021-03-28
_.DS_Store
_circuits.csv
_drivers.json
_races.csv
_results.json
2021-04-18
_.DS_Store
_circuits.csv
_drivers.json
_pit_stops.json
_races.csv
_results.json
qualifying
_qualifying_split_1.json
20 Delta Lake
001 Section Overview.en.srt
001 Section Overview.mp4
002 Pitfalls of Data Lakes.en.srt
002 Pitfalls of Data Lakes.mp4
003 Data Lakehouse Architecture.en.srt
003 Data Lakehouse Architecture.mp4
004 Read & Write to Delta Lake.en.srt
004 Read & Write to Delta Lake.mp4
005 Updates and Deletes on Delta Lake.en.srt
005 Updates and Deletes on Delta Lake.mp4
006 Merge_ Upsert to Delta Lake.en.srt
006 Merge_ Upsert to Delta Lake.mp4
007 History, Time Travel, Vacuum.en.srt
007 History, Time Travel, Vacuum.mp4
008 Delta Lake Transaction Log.en.srt
008 Delta Lake Transaction Log.mp4
009 Convert from Parquet to Delta.en.srt
009 Convert from Parquet to Delta.mp4
010 Data Ingestion - Circuits File.en.srt
010 Data Ingestion - Circuits File.mp4
011 Data Ingestion - Results File.en.srt
011 Data Ingestion - Results File.mp4
012 Data Ingestion - Results File Improvements.en.srt
012 Data Ingestion - Results File Improvements.mp4
013 Data Ingestion - All Other Files (Assignment).en.srt
013 Data Ingestion - All Other Files (Assignment).mp4
014 Data Ingestion - Fix Duplicates in Results Data.en.srt
014 Data Ingestion - Fix Duplicates in Results Data.mp4
015 Data Transformation - All PySpark Notebooks.en.srt
015 Data Transformation - All PySpark Notebooks.mp4
016 Data Transformation - SQL Notebook.en.srt
016 Data Transformation - SQL Notebook.mp4
21 Azure Data Factory
001 Section Overview.en.srt
001 Section Overview.mp4
002 Azure Data Factory Overview.en.srt
002 Azure Data Factory Overview.mp4
003 Create Azure Data Factory Service.en.srt
003 Create Azure Data Factory Service.mp4
004 Azure Data Factory Components.en.srt
004 Azure Data Factory Components.mp4
005 Create Pipeline - Circuits File Ingestion.en.srt
005 Create Pipeline - Circuits File Ingestion.mp4
006 Debugging a Pipeline.en.srt
006 Debugging a Pipeline.mp4
007 Update Pipeline - Ingest All Other Files.en.srt
007 Update Pipeline - Ingest All Other Files.mp4
008 Improve Pipeline - Handle Missing Files.en.srt
008 Improve Pipeline - Handle Missing Files.mp4
009 Create Pipeline - Transformation Notebooks.en.srt
009 Create Pipeline - Transformation Notebooks.mp4
010 Create ADF Trigger.en.srt
010 Create ADF Trigger.mp4
22 Connect to Other Services
001 Power BI.en.srt
001 Power BI.mp4
23 Next Steps
001 Good Luck.en.srt
001 Good Luck.mp4
002 Bonus Lecture.html
Bonus Resources.txt
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