Data Preparation and Exploration in Databricks


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Torrent Hash : BC1EE6E426975F83A6CF0D1186974783A27438F2
Torrent Added : at April 3, 2025, 5:30 p.m. in Other
Torrent Size : 727.6 MB


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Torrent File Content (3 files)


Data Preparation and Exploration in Databricks
     Get Bonus Downloads Here.url -
180 bytes



     m1.1 - Connect to Azure Data Lake - Without Unity Catalog.py -
651 bytes



     m1.2 - Connect to Azure Data Lake - With Unity Catalog.py -
283 bytes



     m2.1 m3.1 - Process Taxi Rides Data.py -
30.0 KB



     m2.1 m3.1 - Process Taxi Rides Data.py -
30.0 KB



     m4.1 - Optimization and Z-ordering.py -
3.1 KB



     m4.2 - Cleaning Files with Vacuum.sql -
1.4 KB



     m4.3 - Auto Optimization.py -
2.3 KB



     Cabs.csv -
1.3 MB



     Drivers.csv -
10.5 MB



     GreenTaxis_202501.csv -
8.3 MB



     PaymentTypes.json -
277 bytes



     RateCodes.csv -
139 bytes



     RateCodes.json -
252 bytes



     TaxiBases.json -
453.9 KB



     TaxiZones.csv -
12.0 KB



     YellowTaxis_202501.csv -
440.9 MB



     YellowTaxis_append _old.csv -
645 bytes



     YellowTaxis_append.csv -
508 bytes



     YellowTaxis_changes.csv -
770 bytes



     Setup Document - Data Preparation and Exploration in Databricks.pdf -
113.7 KB



     getting-started-with-databricks-slides.pdf -
6.1 MB



     exploring-cleaning-and-transforming-data-in-databricks-slides.pdf -
3.4 MB



     storing-processed-data-with-delta-lake-in-databricks-slides.pdf -
4.4 MB



     performance-optimizations-in-databricks-slides.pdf -
5.7 MB



     1 -Introduction to Databricks.mp4 -
8.6 MB



     2 -Understanding Apache Spark Architecture and Execution.mp4 -
12.3 MB



     3 -Setting up the Environment.mp4 -
13.3 MB



     4 -Working with Databricks Unity Catalog.mp4 -
16.7 MB



     5 -Connecting to Azure Data Lake Storage from Databricks.mp4 -
14.0 MB



     10 -Applying Transformations.mp4 -
20.5 MB



     11 -Running SQL Queries on DataFrames.mp4 -
7.3 MB



     12 -Visualizing Data and Creating Dashboard.mp4 -
7.2 MB



     6 -Understanding and Creating Apache Spark DataFrames.mp4 -
13.8 MB



     7 -Applying Schemas.mp4 -
12.5 MB



     8 -Exploring and Analyzing Data.mp4 -
8.7 MB



     9 -Cleaning Data.mp4 -
9.2 MB



     13 -Understanding Delta Lake on Databricks.mp4 -
16.7 MB



     14 -Writing to Data Lake as Files.mp4 -
9.8 MB



     15 -Working with Delta Tables.mp4 -
12.5 MB



     16 -Performing DML Operations on Delta Table.mp4 -
12.1 MB



     17 -Exploring Historical Data with Delta Lake Time Travel.mp4 -
7.5 MB



     18 -Optimizing and Z-ordering Delta Tables.mp4 -
20.1 MB



     19 -Cleaning Delta Table Files with Vacuum.mp4 -
11.9 MB



     20 -Enabling Auto Optimization on Delta Tables.mp4 -
11.5 MB



     Bonus Resources.txt -
70 bytes


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