FreeCourseWeb com Udemy Azure Databricks Spark Core For Data Engineers Python SQL

FreeCourseWeb com Udemy Azure Databricks Spark Core For Data Engineers Python SQL

Name	[ FreeCourseWeb.com ] Udemy - Azure Databricks & Spark Core For Data Engineers(Python - SQL)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.2 GB
Total Files	390
Last Seen
Hash	9F60695916A0B5C32CCEE97608CE5A66F8EA79A2

/
Get Bonus Downloads Here.url	0.2 KB
/01 Introduction/
001 Course Introduction.en.srt	10.4 KB
001 Course Introduction.mp4	29.8 MB
002 Course Structure.en.srt	4.4 KB
002 Course Structure.mp4	17.9 MB
003 Azure Databricks Course Slide Deck.pdf	20.2 MB
003 Course Materials Download.html	2.2 KB
004 Useful Links.html	1.9 KB
/.../02 Azure Subscription (Optional)/
001 Creating Azure Free Account.en.srt	8.7 KB
001 Creating Azure Free Account.mp4	34.9 MB
002 Azure Portal Overview.en.srt	5.6 KB
002 Azure Portal Overview.mp4	18.2 MB
/.../03 Azure Databricks Overview/
001 Introduction to Azure Databricks.en.srt	12.2 KB
001 Introduction to Azure Databricks.mp4	34.0 MB
002 Creating Azure Databricks Service.en.srt	11.3 KB
002 Creating Azure Databricks Service.mp4	34.5 MB
003 Recent changes to the Azure Databricks UI.en.srt	2.8 KB
003 Recent changes to the Azure Databricks UI.mp4	10.4 MB
004 Azure Databricks Architecture Overview.en.srt	5.3 KB
004 Azure Databricks Architecture Overview.mp4	17.5 MB
005 Project Solution Databricks Notebooks.en.srt	5.0 KB
005 Project Solution Databricks Notebooks.mp4	22.8 MB
011 Formula1-Project-Solutions.dbc	962.6 KB
/.../04 Databricks Clusters/
001 Section Overview.en.srt	1.2 KB
001 Section Overview.mp4	2.1 MB
002 Azure Databricks Cluster Types.en.srt	6.3 KB
002 Azure Databricks Cluster Types.mp4	15.8 MB
003 Azure Databricks Cluster Configuration.en.srt	7.9 KB
003 Azure Databricks Cluster Configuration.mp4	22.8 MB
004 Creating Azure Databricks Cluster.en.srt	20.2 KB
004 Creating Azure Databricks Cluster.mp4	65.3 MB
005 Azure Databricks Cluster Pool.en.srt	8.9 KB
005 Azure Databricks Cluster Pool.mp4	26.3 MB
/.../05 Databricks Notebooks/
001 Section Overview.en.srt	1.0 KB
001 Section Overview.mp4	1.6 MB
002 Azure Databricks Notebooks Introduction.en.srt	10.3 KB
002 Azure Databricks Notebooks Introduction.mp4	28.7 MB
003 Magic commands.en.srt	6.9 KB
003 Magic commands.mp4	28.3 MB
004 Databricks Utilities.en.srt	15.5 KB
004 Databricks Utilities.mp4	64.4 MB
/.../06 Mounting Data Lake Container to Databricks/
001 Section Overview.en.srt	1.3 KB
001 Section Overview.mp4	2.7 MB
002 Databricks File System (DBFS).en.srt	9.2 KB
002 Databricks File System (DBFS).mp4	27.6 MB
003 Databricks Mount overview.en.srt	2.0 KB
003 Databricks Mount overview.mp4	6.5 MB
004 Creating Azure Data Lake Storage Gen2.en.srt	8.3 KB
004 Creating Azure Data Lake Storage Gen2.mp4	25.5 MB
005 Creating Azure Service Principal.en.srt	4.4 KB
005 Creating Azure Service Principal.mp4	16.3 MB
006 Mounting Azure Data Lake Storage Gen2.en.srt	10.1 KB
006 Mounting Azure Data Lake Storage Gen2.mp4	37.8 MB
007 Secret Scopes Overview.en.srt	2.5 KB
007 Secret Scopes Overview.mp4	5.6 MB
008 Creating Secret Scope and Secrets in Key Vault.en.srt	8.7 KB
008 Creating Secret Scope and Secrets in Key Vault.mp4	31.1 MB
009 Mounting Data Lake Using Secrets.en.srt	8.6 KB
009 Mounting Data Lake Using Secrets.mp4	44.3 MB
022 circuits.csv	10.0 KB
/.../07 Formula1 Project Overview/
001 Section Overview.en.srt	2.1 KB
001 Section Overview.mp4	6.0 MB
002 Formula1 Data Overview.en.srt	14.5 KB
002 Formula1 Data Overview.mp4	63.9 MB
003 Upload Formula1 Data to Data Lake.en.srt	3.7 KB
003 Upload Formula1 Data to Data Lake.mp4	13.4 MB
004 Project Requirement Overview.en.srt	5.8 KB
004 Project Requirement Overview.mp4	29.5 MB
005 Solution Architecture Overview.en.srt	13.6 KB
005 Solution Architecture Overview.mp4	53.3 MB
/.../07 Formula1 Project Overview/__MACOSX/raw/
_.DS_Store	0.1 KB
_circuits.csv	0.3 KB
_constructors.json	0.4 KB
_drivers.json	0.4 KB
_pit_stops.json	0.4 KB
_races.csv	0.3 KB
_results.json	0.2 KB
/.../07 Formula1 Project Overview/__MACOSX/raw/lap_times/
_.DS_Store	0.1 KB
_lap_times_split_1.csv	0.2 KB
_lap_times_split_2.csv	0.2 KB
_lap_times_split_3.csv	0.2 KB
_lap_times_split_4.csv	0.2 KB
_lap_times_split_5.csv	0.2 KB
/.../07 Formula1 Project Overview/__MACOSX/raw/qualifying/
_.DS_Store	0.1 KB
_qualifying_split_1.json	0.4 KB
_qualifying_split_2.json	0.3 KB
/.../07 Formula1 Project Overview/raw/
DS_Store	10.2 KB
circuits.csv	10.0 KB
constructors.json	30.4 KB
drivers.json	180.8 KB
pit_stops.json	1.4 MB
races.csv	116.8 KB
results.json	7.2 MB
/.../07 Formula1 Project Overview/raw/lap_times/
DS_Store	6.1 KB
lap_times_split_1.csv	3.0 MB
lap_times_split_2.csv	3.0 MB
lap_times_split_3.csv	2.9 MB
lap_times_split_4.csv	2.9 MB
lap_times_split_5.csv	2.8 MB
/.../07 Formula1 Project Overview/raw/qualifying/
DS_Store	6.1 KB
qualifying_split_1.json	948.4 KB
qualifying_split_2.json	718.4 KB
/.../08 Spark Introduction/
001 Spark Cluster Architecture.en.srt	5.9 KB
001 Spark Cluster Architecture.mp4	14.6 MB
002 Dataframe & Data Source API Overview.en.srt	3.7 KB
002 Dataframe & Data Source API Overview.mp4	9.9 MB
/.../09 Data Ingestion - CSV/
001 Data Ingestion Overview.en.srt	4.3 KB
001 Data Ingestion Overview.mp4	17.4 MB
002 Circuits File - Requirements.en.srt	3.7 KB
002 Circuits File - Requirements.mp4	11.8 MB
003 Circuits File - Dataframe Reader.en.srt	11.2 KB
003 Circuits File - Dataframe Reader.mp4	55.6 MB
004 Circuits File - Specify Schema.en.srt	13.8 KB
004 Circuits File - Specify Schema.mp4	75.8 MB
005 Circuits File - Select Columns.en.srt	8.2 KB
005 Circuits File - Select Columns.mp4	45.7 MB
006 Circuits File - WithColumnRenamed.en.srt	3.1 KB
006 Circuits File - WithColumnRenamed.mp4	14.0 MB
007 Circuits File - WithColumn.en.srt	6.9 KB
007 Circuits File - WithColumn.mp4	34.0 MB
008 Circuits File - Dataframe Writer.en.srt	8.1 KB
008 Circuits File - Dataframe Writer.mp4	42.1 MB
009 Races File - Requirements.en.srt	3.7 KB
009 Races File - Requirements.mp4	14.2 MB
010 Races File - Spark Program (Assignment).en.srt	14.9 KB
010 Races File - Spark Program (Assignment).mp4	77.3 MB
011 Races File - Partitioning.en.srt	6.9 KB
011 Races File - Partitioning.mp4	27.1 MB
/.../10 Data Ingestion - JSON/
001 Constructors File - Requirements.en.srt	4.1 KB
001 Constructors File - Requirements.mp4	25.2 MB
002 Constructors File - Read Data.en.srt	7.8 KB
002 Constructors File - Read Data.mp4	30.2 MB
003 Constructors File - Transform & Write Data.en.srt	9.6 KB
003 Constructors File - Transform & Write Data.mp4	43.9 MB
004 Drivers File - Requirements.en.srt	2.5 KB
004 Drivers File - Requirements.mp4	14.5 MB
005 Drivers File - Spark Program.en.srt	9.5 KB
005 Drivers File - Spark Program.mp4	50.1 MB
006 Results File - Requirements.en.srt	2.9 KB
006 Results File - Requirements.mp4	20.8 MB
007 Results File - Spark Program (Assignment).en.srt	2.8 KB
007 Results File - Spark Program (Assignment).mp4	15.6 MB
008 Pitstops File - Requirements.en.srt	2.8 KB
008 Pitstops File - Requirements.mp4	10.8 MB
009 Pitstops File - Spark Program.en.srt	6.5 KB
009 Pitstops File - Spark Program.mp4	31.0 MB
/.../11 Data Ingestion - Multiple Files/
001 Lap Times - Requirements.en.srt	2.9 KB
001 Lap Times - Requirements.mp4	10.9 MB
002 Lap Times - Spark Program.en.srt	7.7 KB
002 Lap Times - Spark Program.mp4	32.6 MB
003 Qualifying - Requirements.en.srt	2.5 KB
003 Qualifying - Requirements.mp4	7.9 MB
004 Qualifying - Spark Program (Assignment).en.srt	2.9 KB
004 Qualifying - Spark Program (Assignment).mp4	14.9 MB
/.../12 Databricks Workflows/
001 Section Overview.en.srt	1.8 KB
001 Section Overview.mp4	3.0 MB
002 Including a Child Notebook.en.srt	11.6 KB
002 Including a Child Notebook.mp4	45.4 MB
003 Passing Parameters to Notebooks.en.srt	7.1 KB
003 Passing Parameters to Notebooks.mp4	29.4 MB
004 Notebook Workflows.en.srt	11.0 KB
004 Notebook Workflows.mp4	42.2 MB
005 Databricks Jobs.en.srt	12.6 KB
005 Databricks Jobs.mp4	39.1 MB
/.../13 Filter & Join Transformations/
001 Section Overview.en.srt	1.6 KB
001 Section Overview.mp4	2.7 MB
002 Filter Transformation.en.srt	9.0 KB
002 Filter Transformation.mp4	38.9 MB
003 Join Transformation - Inner Join.en.srt	12.0 KB
003 Join Transformation - Inner Join.mp4	60.5 MB
004 Join Transformation - Outer Join.en.srt	9.2 KB
004 Join Transformation - Outer Join.mp4	42.3 MB
005 Join Transformation - Semi, Anti & Cross Joins.en.srt	8.6 KB
005 Join Transformation - Semi, Anti & Cross Joins.mp4	41.3 MB
006 Join Race Results - Requirement.en.srt	6.8 KB
006 Join Race Results - Requirement.mp4	26.6 MB
007 Set-up Presentation Layer (Assignment).en.srt	5.6 KB
007 Set-up Presentation Layer (Assignment).mp4	17.0 MB
008 Join Race Results - Solution (Assignment).en.srt	14.2 KB
008 Join Race Results - Solution (Assignment).mp4	72.0 MB
/14 Aggregations/
001 Section Overview.en.srt	1.2 KB
001 Section Overview.mp4	2.0 MB
002 Simple Aggregate functions.en.srt	10.0 KB
002 Simple Aggregate functions.mp4	38.7 MB
003 Group By.en.srt	10.2 KB
003 Group By.mp4	56.6 MB
004 Window Functions.en.srt	10.5 KB
004 Window Functions.mp4	48.5 MB
005 Driver Standings.en.srt	15.8 KB
005 Driver Standings.mp4	74.6 MB
006 Constructor Standings (Assignment).en.srt	5.1 KB
006 Constructor Standings (Assignment).mp4	26.5 MB
/.../15 Using SQL in Spark Applications/
001 Local Temp View.en.srt	12.3 KB
001 Local Temp View.mp4	49.3 MB
002 Global Temp View.en.srt	7.4 KB
002 Global Temp View.mp4	30.7 MB
/.../16 Spark SQL - Databases_ Tables_ Views/
001 Spark SQL - Introduction.en.srt	4.9 KB
001 Spark SQL - Introduction.mp4	10.0 MB
002 Databases.en.srt	12.1 KB
002 Databases.mp4	43.8 MB
003 Managed Tables.en.srt	12.7 KB
003 Managed Tables.mp4	52.4 MB
004 External Tables.en.srt	13.9 KB
004 External Tables.mp4	56.2 MB
005 Views.en.srt	12.5 KB
005 Views.mp4	48.8 MB
006 Formula1 Project SQL Requirement.en.srt	2.0 KB
006 Formula1 Project SQL Requirement.mp4	6.9 MB
007 Create Table - CSV Source.en.srt	7.2 KB
007 Create Table - CSV Source.mp4	31.5 MB
008 Create Table - JSON Source.en.srt	9.3 KB
008 Create Table - JSON Source.mp4	42.6 MB
009 Create Table - Multi Files Source.en.srt	7.3 KB
009 Create Table - Multi Files Source.mp4	29.9 MB
010 Create Table - Parquet Source (Processed Data).en.srt	11.3 KB
010 Create Table - Parquet Source (Processed Data).mp4	48.5 MB
011 Create Table - Parquet Source (Presentation Data) - Assignment.en.srt	4.7 KB
011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4	21.8 MB
/.../17 Spark SQL - Filters_ Joins_ Aggregations/
001 Section Overview.en.srt	1.8 KB
001 Section Overview.mp4	3.1 MB
002 SQL DML Basics.en.srt	12.0 KB
002 SQL DML Basics.mp4	51.5 MB
003 SQL Simple Functions.en.srt	8.6 KB
003 SQL Simple Functions.mp4	39.6 MB
004 SQL Aggregates_ Window functions.en.srt	10.6 KB
004 SQL Aggregates_ Window functions.mp4	40.5 MB
005 SQL Joins.en.srt	16.8 KB
005 SQL Joins.mp4	82.5 MB
/.../18 Spark SQL - Analysis/
001 Introduction.en.srt	1.8 KB
001 Introduction.mp4	3.8 MB
002 Create Race Results table.en.srt	12.9 KB
002 Create Race Results table.mp4	53.2 MB
003 Dominant Drivers - Analysis.en.srt	12.6 KB
003 Dominant Drivers - Analysis.mp4	48.2 MB
004 Dominant Teams - Analysis.en.srt	4.7 KB
004 Dominant Teams - Analysis.mp4	17.3 MB
005 Dominant Drivers - Visualisation.en.srt	14.1 KB
005 Dominant Drivers - Visualisation.mp4	59.7 MB
006 Dominant Teams - Visualisation.en.srt	6.0 KB
006 Dominant Teams - Visualisation.mp4	35.6 MB
007 Create dashboards - Drivers.en.srt	6.6 KB
007 Create dashboards - Drivers.mp4	27.6 MB
008 Create dashboards - Teams.en.srt	3.0 KB
008 Create dashboards - Teams.mp4	14.6 MB
/.../19 Incremental Load/
001 Section Overview.en.srt	1.3 KB
001 Section Overview.mp4	1.9 MB
002 Data Loading Design Patterns.en.srt	13.7 KB
002 Data Loading Design Patterns.mp4	28.6 MB
003 Formula1 Project Scenario.en.srt	11.4 KB
003 Formula1 Project Scenario.mp4	35.0 MB
004 Formula1 Project Data Set-up.en.srt	4.9 KB
004 Formula1 Project Data Set-up.mp4	18.6 MB
005 Full Refresh Implementation.en.srt	7.2 KB
005 Full Refresh Implementation.mp4	40.8 MB
006 Incremental Load - Method 1.en.srt	27.7 KB
006 Incremental Load - Method 1.mp4	120.3 MB
007 Incremental Load - Method 2.en.srt	9.2 KB
007 Incremental Load - Method 2.mp4	46.1 MB
008 Incremental Load Improvements - Assignment.en.srt	3.8 KB
008 Incremental Load Improvements - Assignment.mp4	18.3 MB
009 Incremental Load Improvements - Solution.en.srt	13.6 KB
009 Incremental Load Improvements - Solution.mp4	70.7 MB
010 Incremental Load - Notebook Workflows.en.srt	3.4 KB
010 Incremental Load - Notebook Workflows.mp4	19.2 MB
011 Incremental Load - Race Results.en.srt	9.7 KB
011 Incremental Load - Race Results.mp4	53.4 MB
012 Incremental Load - Driver Standings.en.srt	13.3 KB
012 Incremental Load - Driver Standings.mp4	76.2 MB
013 Incremental Load - Constructor Standings (Assignment).en.srt	7.1 KB
013 Incremental Load - Constructor Standings (Assignment).mp4	32.6 MB
/.../2021-03-21/
DS_Store	10.2 KB
circuits.csv	10.0 KB
constructors.json	30.4 KB
drivers.json	180.8 KB
pit_stops.json	1.4 MB
races.csv	116.8 KB
results.json	7.2 MB
/.../2021-03-21/lap_times/
DS_Store	6.1 KB
lap_times_split_1.csv	3.0 MB
lap_times_split_2.csv	3.0 MB
lap_times_split_3.csv	2.9 MB
lap_times_split_4.csv	2.9 MB
lap_times_split_5.csv	2.8 MB
/.../2021-03-21/qualifying/
DS_Store	6.1 KB
qualifying_split_1.json	948.4 KB
qualifying_split_2.json	718.4 KB
/.../2021-03-28/
DS_Store	6.1 KB
circuits.csv	10.0 KB
constructors.json	30.4 KB
drivers.json	180.8 KB
pit_stops.json	6.1 KB
races.csv	116.9 KB
results.json	5.8 KB
/.../2021-03-28/lap_times/
lap_times_split_1.csv	32.0 KB
/.../2021-03-28/qualifying/
qualifying_split_1.json	3.9 KB
/.../2021-04-18/
DS_Store	6.1 KB
circuits.csv	10.0 KB
constructors.json	30.4 KB
drivers.json	180.8 KB
pit_stops.json	8.7 KB
races.csv	116.9 KB
results.json	5.8 KB
/.../2021-04-18/lap_times/
lap_times_split_1.csv	35.1 KB
/.../2021-04-18/qualifying/
qualifying_split_1.json	3.9 KB
/.../2021-03-21/
_.DS_Store	0.1 KB
_circuits.csv	0.3 KB
_constructors.json	0.4 KB
_drivers.json	0.4 KB
_pit_stops.json	0.4 KB
_races.csv	0.3 KB
_results.json	0.2 KB
/.../2021-03-21/lap_times/
_.DS_Store	0.1 KB
_lap_times_split_1.csv	0.2 KB
_lap_times_split_2.csv	0.2 KB
_lap_times_split_3.csv	0.2 KB
_lap_times_split_4.csv	0.2 KB
_lap_times_split_5.csv	0.2 KB
/.../2021-03-21/qualifying/
_.DS_Store	0.1 KB
_qualifying_split_1.json	0.4 KB
_qualifying_split_2.json	0.3 KB
/.../2021-03-28/
_.DS_Store	0.1 KB
_circuits.csv	0.2 KB
_drivers.json	0.4 KB
_races.csv	0.3 KB
_results.json	0.2 KB
/.../2021-04-18/
_.DS_Store	0.1 KB
_circuits.csv	0.2 KB
_drivers.json	0.4 KB
_pit_stops.json	0.2 KB
_races.csv	0.3 KB
_results.json	0.2 KB
/.../2021-04-18/qualifying/
_qualifying_split_1.json	0.2 KB
/.../20 Delta Lake/
001 Section Overview.en.srt	1.2 KB
001 Section Overview.mp4	2.2 MB
002 Pitfalls of Data Lakes.en.srt	11.4 KB
002 Pitfalls of Data Lakes.mp4	27.9 MB
003 Data Lakehouse Architecture.en.srt	7.7 KB
003 Data Lakehouse Architecture.mp4	20.3 MB
004 Read & Write to Delta Lake.en.srt	16.6 KB
004 Read & Write to Delta Lake.mp4	68.4 MB
005 Updates and Deletes on Delta Lake.en.srt	10.0 KB
005 Updates and Deletes on Delta Lake.mp4	46.0 MB
006 Merge_ Upsert to Delta Lake.en.srt	21.2 KB
006 Merge_ Upsert to Delta Lake.mp4	96.7 MB
007 History, Time Travel, Vacuum.en.srt	19.7 KB
007 History, Time Travel, Vacuum.mp4	96.4 MB
008 Delta Lake Transaction Log.en.srt	20.0 KB
008 Delta Lake Transaction Log.mp4	99.8 MB
009 Convert from Parquet to Delta.en.srt	6.2 KB
009 Convert from Parquet to Delta.mp4	22.7 MB
010 Data Ingestion - Circuits File.en.srt	8.8 KB
010 Data Ingestion - Circuits File.mp4	35.5 MB
011 Data Ingestion - Results File.en.srt	16.5 KB
011 Data Ingestion - Results File.mp4	77.3 MB
012 Data Ingestion - Results File Improvements.en.srt	6.3 KB
012 Data Ingestion - Results File Improvements.mp4	30.7 MB
013 Data Ingestion - All Other Files (Assignment).en.srt	5.4 KB
013 Data Ingestion - All Other Files (Assignment).mp4	28.9 MB
014 Data Ingestion - Fix Duplicates in Results Data.en.srt	11.8 KB
014 Data Ingestion - Fix Duplicates in Results Data.mp4	55.0 MB
015 Data Transformation - All PySpark Notebooks.en.srt	11.5 KB
015 Data Transformation - All PySpark Notebooks.mp4	55.7 MB
016 Data Transformation - SQL Notebook.en.srt	18.5 KB
016 Data Transformation - SQL Notebook.mp4	88.2 MB
/.../21 Azure Data Factory/
001 Section Overview.en.srt	1.8 KB
001 Section Overview.mp4	2.6 MB
002 Azure Data Factory Overview.en.srt	9.0 KB
002 Azure Data Factory Overview.mp4	20.1 MB
003 Create Azure Data Factory Service.en.srt	8.7 KB
003 Create Azure Data Factory Service.mp4	33.8 MB
004 Azure Data Factory Components.en.srt	4.9 KB
004 Azure Data Factory Components.mp4	9.2 MB
005 Create Pipeline - Circuits File Ingestion.en.srt	26.5 KB
005 Create Pipeline - Circuits File Ingestion.mp4	98.3 MB
006 Debugging a Pipeline.en.srt	7.9 KB
006 Debugging a Pipeline.mp4	32.4 MB
007 Update Pipeline - Ingest All Other Files.en.srt	7.0 KB
007 Update Pipeline - Ingest All Other Files.mp4	34.8 MB
008 Improve Pipeline - Handle Missing Files.en.srt	21.1 KB
008 Improve Pipeline - Handle Missing Files.mp4	76.7 MB
009 Create Pipeline - Transformation Notebooks.en.srt	12.8 KB
009 Create Pipeline - Transformation Notebooks.mp4	56.1 MB
010 Create ADF Trigger.en.srt	26.5 KB
010 Create ADF Trigger.mp4	98.9 MB
/.../22 Connect to Other Services/
001 Power BI.en.srt	13.3 KB
001 Power BI.mp4	49.9 MB
/.../23 Next Steps/
001 Good Luck.en.srt	1.4 KB
001 Good Luck.mp4	1.7 MB
002 Bonus Lecture.html	1.3 KB
~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 390