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Udemy - Data Engineering with Spark Databricks Delta Lake Lakehouse

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File Name
Size
Chapter 1_Introduction/1.Introduction.mp4
52 MB
Chapter 1_Introduction/2.Data Engineering with Spark.mp4
13 MB
Chapter 1_Introduction/3.What is Databricks.mp4
7.1 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/10.Important_ Interface Differences Between Databricks Editions.mp4
17 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/4.Getting Started with Databricks Free Edition.mp4
26 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/5-Resources/delta_unity.zip
6.1 kB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/5.Working with Unity Catalog and Delta Tables.mp4
74 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/6-Resources/fx-dbfs-demo.ipynb.zip
539 kB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/6.Exploring DBFS and dbutils - Working with Sample Datasets.mp4
60 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/7-Resources/databricks_volume_demo.ipynb
28 kB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/7.Unity Catalog Volumes - File Storage and Operations.mp4
127 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/8-Resources/read_from_db_write_to_delta.ipynb
32 kB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/8.Using Generative AI in Databricks for Data Transformation and Querying.mp4
15 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables/9.No-Code Data Engineering with Databricks Generative AI.mp4
22 MB
Chapter 3_Data Engineering with Apache Spark/11-Resources/spark_transformations_python.zip
2.5 kB
Chapter 3_Data Engineering with Apache Spark/11.More Transformations and Actions using PySpark.mp4
74 MB
Chapter 3_Data Engineering with Apache Spark/12-Resources/scala_transformations.zip
589 B
Chapter 3_Data Engineering with Apache Spark/12.Doing the Transformations in Scala.mp4
60 MB
Chapter 3_Data Engineering with Apache Spark/13-Resources/python_scala_crash_course.zip
3.1 kB
Chapter 3_Data Engineering with Apache Spark/13.Python Scala crash course.mp4
33 MB
Chapter 3_Data Engineering with Apache Spark/14-Resources/fx_udf.ipynb.zip
9.8 kB
Chapter 3_Data Engineering with Apache Spark/14.Spark User Defined Functions (UDF).mp4
219 MB
Chapter 3_Data Engineering with Apache Spark/15-Resources/spark_joins_1.zip
5.2 kB
Chapter 3_Data Engineering with Apache Spark/15-Resources/store_customers_transactions_1.zip
817 kB
Chapter 3_Data Engineering with Apache Spark/15.Joining Datasets using DataFrame APIs and Spark SQL.mp4
213 MB
Chapter 3_Data Engineering with Apache Spark/16-Resources/spark_joins.zip
5.2 kB
Chapter 3_Data Engineering with Apache Spark/16-Resources/store_customers_transactions.zip
817 kB
Chapter 3_Data Engineering with Apache Spark/16.More join operations using Spark.mp4
52 MB
Chapter 3_Data Engineering with Apache Spark/17.Section summary.mp4
5.5 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/18.Understanding Data Warehouse, Data Lake and Data Lakehouse.mp4
21 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/19.Databricks Lakehouse Architecture and Delta Lake.mp4
13 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/20.Delta Tables.mp4
3.2 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/21-Resources/spark_transformations_python_sql.zip
6.5 kB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/21.Storing data in a Delta table, Databricks SQL and time travel.mp4
147 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/22-Resources/databricks_sql.zip
3.6 kB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/22.Databricks SQL vs Spark SQL.mp4
74 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/23-Resources/delta_table_caching.zip
7.7 kB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/23.Delta Table caching.mp4
151 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/24-Resources/delta_table_paritioning.zip
11 kB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/24.Delta Table partitioning.mp4
91 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/25-Resources/delta_table_paritioning_zordering.zip
14 kB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive/25.Delta Table Z-ordering.mp4
28 MB
Chapter 5_Databricks Labs on AWS/26.AWS Account Creation.mp4
30 MB
Chapter 5_Databricks Labs on AWS/27.Setting up Databricks account on AWS.mp4
57 MB
Chapter 5_Databricks Labs on AWS/28-Resources/aws-labs.zip
65 kB
Chapter 5_Databricks Labs on AWS/28.Running Notebooks Within a Databricks AWS Account.mp4
209 MB
Chapter 5_Databricks Labs on AWS/29-Resources/futurex-dlt-sql-demo.zip
632 B
Chapter 5_Databricks Labs on AWS/29.Building an ETL pipeline with Delta Live Tables.mp4
174 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/30.AWS Identity and Access Management (IAM).mp4
104 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/31.Understanding AWS Glue.mp4
3.8 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/32.Lab - Creating a data catalog in Glue and viewing data in Athena.mp4
83 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/33.Lab - Running an ETL job using Glue.mp4
82 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/34.Understanding Amazon EventBridge.mp4
7.3 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/35.Lab - Triggering SNS Notification for S3 Upload Event using EventBridge.mp4
32 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/36.Understanding AWS Step Functions.mp4
5.2 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/37.Lab - Orchestrating Lambda functions with Step Functions State Machine.mp4
74 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/38.Lab - ETL Workflow Orchestration with AWS Glue Lambda EventBridge Step Functions.mp4
135 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/39.Understanding Kinesis Data Stream.mp4
21 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/40.Lab - Storing and Retrieving Data from a Kinesis Data Stream Using AWS CLI.mp4
87 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/41.Lab - Kinesis Data Stream Python Boto3 Producer & Consumer.mp4
77 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/42.Lab - Writing simulated weather data from a Kinesis Stream to S3 with AWS Lambda.mp4
63 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/43.Getting Started with AWS EC2 _ The Foundation for Amazon EMR.mp4
52 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/44.Lab - Running Spark transformation jobs using Amazon EMR on EC2.mp4
60 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/45.Understanding Amazon Redshift.mp4
2.3 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/46.Lab - Creating a Data Warehouse on S3 data using Amazon Redshift.mp4
183 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs/47.AWS Glue DataBrew_ No-Code Data Transformation.mp4
119 MB
Chapter 7_Conclusion and where to go from here_/48-Resources/other_courses_resources.txt.zip
1.1 kB
Chapter 7_Conclusion and where to go from here_/48.Where to go from here_.mp4
8.6 MB