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Data Preparation and Exploration in Databricks

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Files:

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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