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[FreeCourseSite.com] Udemy - Azure Databricks & Spark For Data Engineers (PySpark SQL)
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2024-11-7 03:29
2024-12-15 08:15
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4.48 GB
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Azure
Databricks
&
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For
Data
Engineers
PySpark
SQL
文件列表
01 - Introduction/001 Course Introduction.mp4
30.09MB
01 - Introduction/002 Course Structure.mp4
19.35MB
02 - Azure Subscription (Optional)/001 Creating Azure Free Account.mp4
35.88MB
02 - Azure Subscription (Optional)/002 Azure Portal Overview.mp4
10.99MB
03 - Azure Databricks Overview/001 Introduction to Azure Databricks.mp4
34.48MB
03 - Azure Databricks Overview/002 Creating Azure Databricks Service.mp4
37.48MB
03 - Azure Databricks Overview/003 Databricks User Interface Overview.mp4
15.25MB
03 - Azure Databricks Overview/004 Azure Databricks Architecture Overview.mp4
8.65MB
04 - Databricks Clusters/001 Section Overview.mp4
2MB
04 - Databricks Clusters/003 Azure Databricks Cluster Types.mp4
11.29MB
04 - Databricks Clusters/004 Azure Databricks Cluster Configuration.mp4
33.31MB
04 - Databricks Clusters/005 Creating Azure Databricks Cluster.mp4
31.56MB
04 - Databricks Clusters/006 Azure Databricks Pricing.mp4
38.22MB
04 - Databricks Clusters/007 Azure Cost Control.mp4
22.4MB
04 - Databricks Clusters/008 Azure Databricks Cluster Pool.mp4
10.21MB
04 - Databricks Clusters/009 Azure Databricks Cluster Policy.mp4
35.29MB
05 - Databricks Notebooks/001 Section Overview.mp4
1.12MB
05 - Databricks Notebooks/002 Azure Databricks Notebooks Introduction.mp4
21.43MB
05 - Databricks Notebooks/003 Magic commands.mp4
15.1MB
05 - Databricks Notebooks/004 Databricks Utilities.mp4
39.57MB
05 - Databricks Notebooks/005 Project Solution Download - Databricks Notebooks.mp4
10.44MB
05 - Databricks Notebooks/006 Project Solution Download - PythonSQL Files.mp4
6.16MB
06 - Accessing Azure Data Lake from Databricks/001 Accessing Azure Data Lake Overview.mp4
9.46MB
06 - Accessing Azure Data Lake from Databricks/002 Creating Azure Data Lake Storage Gen2.mp4
22.48MB
06 - Accessing Azure Data Lake from Databricks/003 Azure Storage Explorer Overview.mp4
11.96MB
06 - Accessing Azure Data Lake from Databricks/004 Access Azure Data Lake using Access Keys.mp4
26.91MB
06 - Accessing Azure Data Lake from Databricks/005 Access Azure Data Lake using SAS Token.mp4
41.39MB
06 - Accessing Azure Data Lake from Databricks/006 Access Azure Data Lake using Service Principal.mp4
64.57MB
06 - Accessing Azure Data Lake from Databricks/007 Cluster Scoped Authentication.mp4
28.29MB
06 - Accessing Azure Data Lake from Databricks/008 Access Azure Data Lake using Credential Passthrough.mp4
18.07MB
06 - Accessing Azure Data Lake from Databricks/009 Recommended Approach for Course Project.mp4
7.67MB
07 - Securing Access to Azure Data Lake/001 Securing Secrets Overview.mp4
4.7MB
07 - Securing Access to Azure Data Lake/002 Creating Azure Key Vault.mp4
15.83MB
07 - Securing Access to Azure Data Lake/003 Creating Secret Scope.mp4
9.8MB
07 - Securing Access to Azure Data Lake/004 Databricks Secrets Utility.mp4
11.31MB
07 - Securing Access to Azure Data Lake/005 Using Secrets to Access Azure Data Lake using notebooks.mp4
10.6MB
07 - Securing Access to Azure Data Lake/006 Using Secrets to Access Azure Data Lake using notebooks (Assignment).mp4
25.48MB
07 - Securing Access to Azure Data Lake/007 Using Secrets Utility in Clusters.mp4
14.89MB
08 - Mounting Data Lake Container to Databricks/001 Section Overview.mp4
721KB
08 - Mounting Data Lake Container to Databricks/002 Databricks File System (DBFS).mp4
25.32MB
08 - Mounting Data Lake Container to Databricks/003 Databricks Mount overview.mp4
8.41MB
08 - Mounting Data Lake Container to Databricks/004 Mounting Azure Data Lake Storage Gen2.mp4
63.02MB
08 - Mounting Data Lake Container to Databricks/005 Mounting Azure Data Lake Storage Gen2 (Assignment).mp4
46.68MB
09 - Formula1 Project Overview/001 Section Overview.mp4
2.48MB
09 - Formula1 Project Overview/002 Formula1 Data Overview.mp4
39.11MB
09 - Formula1 Project Overview/003 Upload Formula1 Data to Data Lake.mp4
9.12MB
09 - Formula1 Project Overview/004 Project Requirement Overview.mp4
10.35MB
09 - Formula1 Project Overview/005 Solution Architecture Overview.mp4
54.74MB
10 - Spark Introduction/001 Spark Cluster Architecture.mp4
7.16MB
10 - Spark Introduction/002 Dataframe & Data Source API Overview.mp4
4.71MB
11 - Data Ingestion - CSV/001 Data Ingestion Overview.mp4
6.69MB
11 - Data Ingestion - CSV/002 Circuits File - Requirements.mp4
5.68MB
11 - Data Ingestion - CSV/003 Circuits File - Dataframe Reader.mp4
57.56MB
11 - Data Ingestion - CSV/004 Circuits File - Specify Schema.mp4
65.95MB
11 - Data Ingestion - CSV/005 Circuits File - Select Columns.mp4
39.6MB
11 - Data Ingestion - CSV/006 Circuits File - WithColumnRenamed.mp4
9.52MB
11 - Data Ingestion - CSV/007 Circuits File - WithColumn.mp4
33.14MB
11 - Data Ingestion - CSV/008 Circuits File - Dataframe Writer.mp4
27.11MB
11 - Data Ingestion - CSV/009 Races File - Requirements.mp4
6.34MB
11 - Data Ingestion - CSV/010 Races File - Spark Program (Assignment).mp4
74.99MB
11 - Data Ingestion - CSV/011 Races File - Partitioning.mp4
25.12MB
12 - Data Ingestion - JSON/001 Constructors File - Requirements.mp4
24.36MB
12 - Data Ingestion - JSON/002 Constructors File - Read Data.mp4
13.81MB
12 - Data Ingestion - JSON/003 Constructors File - Transform & Write Data.mp4
41.34MB
12 - Data Ingestion - JSON/004 Drivers File - Requirements.mp4
9.67MB
12 - Data Ingestion - JSON/005 Drivers File - Spark Program.mp4
42.03MB
12 - Data Ingestion - JSON/006 Results File - Requirements.mp4
20.3MB
12 - Data Ingestion - JSON/007 Results File - Spark Program (Assignment).mp4
9.35MB
12 - Data Ingestion - JSON/008 Pitstops File - Requirements.mp4
5.74MB
12 - Data Ingestion - JSON/009 Pitstops File - Spark Program.mp4
18.3MB
13 - Data Ingestion - Multiple Files/001 Lap Times - Requirements.mp4
9.93MB
13 - Data Ingestion - Multiple Files/002 Lap Times - Spark Program.mp4
29.71MB
13 - Data Ingestion - Multiple Files/003 Qualifying - Requirements.mp4
4.59MB
13 - Data Ingestion - Multiple Files/004 Qualifying - Spark Program (Assignment).mp4
9.62MB
14 - Databricks Workflows/001 Section Overview.mp4
1.56MB
14 - Databricks Workflows/002 Including a Child Notebook.mp4
42.47MB
14 - Databricks Workflows/003 Passing Parameters to Notebooks.mp4
19.62MB
14 - Databricks Workflows/004 Notebook Workflows.mp4
18.93MB
14 - Databricks Workflows/005 Databricks Jobs.mp4
23.61MB
15 - Filter & Join Transformations/001 Section Overview.mp4
1.42MB
15 - Filter & Join Transformations/002 Filter Transformation.mp4
36.69MB
15 - Filter & Join Transformations/003 Join Transformation - Inner Join.mp4
50.35MB
15 - Filter & Join Transformations/004 Join Transformation - Outer Join.mp4
40.96MB
15 - Filter & Join Transformations/005 Join Transformation - Semi, Anti & Cross Joins.mp4
36.14MB
15 - Filter & Join Transformations/006 Join Race Results - Requirement.mp4
15.76MB
15 - Filter & Join Transformations/007 Set-up Presentation Layer (Assignment).mp4
18.83MB
15 - Filter & Join Transformations/008 Join Race Results - Solution (Assignment).mp4
69.88MB
16 - Aggregations/001 Section Overview.mp4
1.01MB
16 - Aggregations/002 Simple Aggregate functions.mp4
35.9MB
16 - Aggregations/003 Group By.mp4
57.45MB
16 - Aggregations/004 Window Functions.mp4
32.38MB
16 - Aggregations/005 Driver Standings.mp4
65.31MB
16 - Aggregations/006 Constructor Standings (Assignment).mp4
11.15MB
17 - Using SQL in Spark Applications/001 Local Temp View.mp4
34.65MB
17 - Using SQL in Spark Applications/002 Global Temp View.mp4
29.51MB
18 - Spark SQL - Databases Tables Views/001 Spark SQL - Introduction.mp4
5.16MB
18 - Spark SQL - Databases Tables Views/002 Databases.mp4
29.84MB
18 - Spark SQL - Databases Tables Views/003 Managed Tables.mp4
36.24MB
18 - Spark SQL - Databases Tables Views/004 External Tables.mp4
49.49MB
18 - Spark SQL - Databases Tables Views/005 Views.mp4
46.31MB
18 - Spark SQL - Databases Tables Views/006 Formula1 Project SQL Requirement.mp4
3.31MB
18 - Spark SQL - Databases Tables Views/007 Create Table - CSV Source.mp4
27.63MB
18 - Spark SQL - Databases Tables Views/008 Create Table - JSON Source.mp4
39.6MB
18 - Spark SQL - Databases Tables Views/009 Create Table - Multi Files Source.mp4
28.57MB
18 - Spark SQL - Databases Tables Views/010 Create Table - Parquet Source (Processed Data).mp4
46.61MB
18 - Spark SQL - Databases Tables Views/011 Create Table - Parquet Source (Presentation Data) - Assignment.mp4
8.99MB
19 - Spark SQL - Filters Joins Aggregations/001 Section Overview.mp4
1.47MB
19 - Spark SQL - Filters Joins Aggregations/002 SQL DML Basics.mp4
34.04MB
19 - Spark SQL - Filters Joins Aggregations/003 SQL Simple Functions.mp4
37.16MB
19 - Spark SQL - Filters Joins Aggregations/004 SQL Aggregates Window functions.mp4
27.54MB
19 - Spark SQL - Filters Joins Aggregations/005 SQL Joins.mp4
85.73MB
20 - Spark SQL - Analysis/001 Introduction.mp4
1.77MB
20 - Spark SQL - Analysis/002 Create Race Results table.mp4
36.37MB
20 - Spark SQL - Analysis/003 Dominant Drivers - Analysis.mp4
50.36MB
20 - Spark SQL - Analysis/004 Dominant Teams - Analysis.mp4
8.38MB
20 - Spark SQL - Analysis/005 Dominant Drivers - Visualisation.mp4
38.05MB
20 - Spark SQL - Analysis/006 Dominant Teams - Visualisation.mp4
32.84MB
20 - Spark SQL - Analysis/007 Create dashboards - Drivers.mp4
17.53MB
20 - Spark SQL - Analysis/008 Create dashboards - Teams.mp4
7.54MB
21 - Incremental Load/001 Section Overview.mp4
1005.23KB
21 - Incremental Load/002 Data Loading Design Patterns.mp4
14.19MB
21 - Incremental Load/003 Formula1 Project Scenario.mp4
14.91MB
21 - Incremental Load/004 Formula1 Project Data Set-up.mp4
9.28MB
21 - Incremental Load/005 Full Refresh Implementation.mp4
38MB
21 - Incremental Load/006 Incremental Load - Method 1.mp4
104.67MB
21 - Incremental Load/007 Incremental Load - Method 2.mp4
44.9MB
21 - Incremental Load/008 Incremental Load Improvements - Assignment.mp4
8.35MB
21 - Incremental Load/009 Incremental Load Improvements - Solution.mp4
60.98MB
21 - Incremental Load/010 Incremental Load - Notebook Workflows.mp4
10.64MB
21 - Incremental Load/011 Incremental Load - Race Results.mp4
52.04MB
21 - Incremental Load/012 Incremental Load - Driver Standings.mp4
64.92MB
21 - Incremental Load/013 Incremental Load - Constructor Standings (Assignment).mp4
28.62MB
22 - Delta Lake/001 Section Overview.mp4
1.14MB
22 - Delta Lake/002 Pitfalls of Data Lakes.mp4
28.39MB
22 - Delta Lake/003 Data Lakehouse Architecture.mp4
10.31MB
22 - Delta Lake/004 Read & Write to Delta Lake.mp4
65.94MB
22 - Delta Lake/005 Updates and Deletes on Delta Lake.mp4
45.03MB
22 - Delta Lake/006 Merge Upsert to Delta Lake.mp4
93.94MB
22 - Delta Lake/007 History, Time Travel, Vacuum.mp4
82.68MB
22 - Delta Lake/008 Delta Lake Transaction Log.mp4
99.08MB
22 - Delta Lake/009 Convert from Parquet to Delta.mp4
20.01MB
22 - Delta Lake/010 Data Ingestion - Circuits File.mp4
31.62MB
22 - Delta Lake/011 Data Ingestion - Results File.mp4
68.26MB
22 - Delta Lake/012 Data Ingestion - Results File Improvements.mp4
27.7MB
22 - Delta Lake/013 Data Ingestion - All Other Files (Assignment).mp4
17.66MB
22 - Delta Lake/014 Data Ingestion - Fix Duplicates in Results Data.mp4
53.27MB
22 - Delta Lake/015 Data Transformation - All PySpark Notebooks.mp4
48.59MB
22 - Delta Lake/016 Data Transformation - SQL Notebook.mp4
86.35MB
23 - Azure Data Factory/001 Section Overview.mp4
1.31MB
23 - Azure Data Factory/002 Azure Data Factory Overview.mp4
10.02MB
23 - Azure Data Factory/003 Create Azure Data Factory Service.mp4
28.41MB
23 - Azure Data Factory/004 Azure Data Factory Components.mp4
4.74MB
23 - Azure Data Factory/005 Create Pipeline - Circuits File Ingestion.mp4
92.57MB
23 - Azure Data Factory/006 Debugging a Pipeline.mp4
20.27MB
23 - Azure Data Factory/007 Update Pipeline - Ingest All Other Files.mp4
21.2MB
23 - Azure Data Factory/008 Improve Pipeline - Handle Missing Files.mp4
45.08MB
23 - Azure Data Factory/009 Create Pipeline - Transformation Notebooks.mp4
35.46MB
23 - Azure Data Factory/010 Create ADF Trigger.mp4
45.91MB
24 - Connect to Other Services/001 Power BI.mp4
44.74MB
25 - Next Steps/001 Good Luck.mp4
751.07KB
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