Udemy - Data Engineering with Spark Databricks Delta Lake Lakehouse
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Torrent File Content (68 files)
Udemy - Data Engineering with Spark Databricks Delta Lake Lakehouse
Chapter 1_Introduction
1.Introduction.mp4 -
Chapter 1_Introduction
1.Introduction.mp4 -
52.37 MB
2.Data Engineering with Spark.mp4 -
12.9 MB
3.What is Databricks.mp4 -
7.11 MB
Chapter 2_Working with Databricks Storage_ DBFS, Volumes, and Delta Tables
10.Important_ Interface Differences Between Databricks Editions.mp4 -
10.Important_ Interface Differences Between Databricks Editions.mp4 -
16.91 MB
4.Getting Started with Databricks Free Edition.mp4 -
26.49 MB
5-Resources/delta_unity.zip -
6.06 KB
5.Working with Unity Catalog and Delta Tables.mp4 -
74.42 MB
6-Resources/fx-dbfs-demo.ipynb.zip -
538.74 KB
6.Exploring DBFS and dbutils - Working with Sample Datasets.mp4 -
59.6 MB
7-Resources/databricks_volume_demo.ipynb -
28.32 KB
7.Unity Catalog Volumes - File Storage and Operations.mp4 -
126.81 MB
8-Resources/read_from_db_write_to_delta.ipynb -
31.59 KB
8.Using Generative AI in Databricks for Data Transformation and Querying.mp4 -
15.04 MB
9.No-Code Data Engineering with Databricks Generative AI.mp4 -
21.83 MB
Chapter 3_Data Engineering with Apache Spark
11-Resources/spark_transformations_python.zip -
11-Resources/spark_transformations_python.zip -
2.46 KB
11.More Transformations and Actions using PySpark.mp4 -
74.18 MB
12-Resources/scala_transformations.zip -
589 bytes
12.Doing the Transformations in Scala.mp4 -
59.46 MB
13-Resources/python_scala_crash_course.zip -
3.13 KB
13.Python Scala crash course.mp4 -
32.92 MB
14-Resources/fx_udf.ipynb.zip -
9.83 KB
14.Spark User Defined Functions (UDF).mp4 -
218.78 MB
15-Resources/spark_joins_1.zip -
5.16 KB
15-Resources/store_customers_transactions_1.zip -
817.41 KB
15.Joining Datasets using DataFrame APIs and Spark SQL.mp4 -
213.26 MB
16-Resources/spark_joins.zip -
5.16 KB
16-Resources/store_customers_transactions.zip -
817.41 KB
16.More join operations using Spark.mp4 -
51.51 MB
17.Section summary.mp4 -
5.53 MB
Chapter 4_Dat Lakehouse Delta Lake and Delta Tables deep dive
18.Understanding Data Warehouse, Data Lake and Data Lakehouse.mp4 -
18.Understanding Data Warehouse, Data Lake and Data Lakehouse.mp4 -
21.36 MB
19.Databricks Lakehouse Architecture and Delta Lake.mp4 -
13.22 MB
20.Delta Tables.mp4 -
3.2 MB
21-Resources/spark_transformations_python_sql.zip -
6.52 KB
21.Storing data in a Delta table, Databricks SQL and time travel.mp4 -
147.21 MB
22-Resources/databricks_sql.zip -
3.57 KB
22.Databricks SQL vs Spark SQL.mp4 -
73.85 MB
23-Resources/delta_table_caching.zip -
7.7 KB
23.Delta Table caching.mp4 -
150.76 MB
24-Resources/delta_table_paritioning.zip -
10.8 KB
24.Delta Table partitioning.mp4 -
91.31 MB
25-Resources/delta_table_paritioning_zordering.zip -
13.69 KB
25.Delta Table Z-ordering.mp4 -
27.6 MB
Chapter 5_Databricks Labs on AWS
26.AWS Account Creation.mp4 -
26.AWS Account Creation.mp4 -
29.73 MB
27.Setting up Databricks account on AWS.mp4 -
56.78 MB
28-Resources/aws-labs.zip -
65.43 KB
28.Running Notebooks Within a Databricks AWS Account.mp4 -
209.15 MB
29-Resources/futurex-dlt-sql-demo.zip -
632 bytes
29.Building an ETL pipeline with Delta Live Tables.mp4 -
174.13 MB
Chapter 6_Bonus Section - AWS Data Engineering Labs
30.AWS Identity and Access Management (IAM).mp4 -
30.AWS Identity and Access Management (IAM).mp4 -
104.01 MB
31.Understanding AWS Glue.mp4 -
3.83 MB
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