[ WebToolTip.com ] Data Preparation and Exploration in Databricks

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webtooltip.com preparation exploration webtooltip databricks data

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727.56 MB

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101

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Added on

8/3/2026

Last Activity

8/3/2026

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Stable

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BC1EE6E426975F83A6CF0D1186974783A27438F2

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Files (46)

Get Bonus Downloads Here.url

180 Bytes

~Get Your Files Here !

45 files • 727.56 MB

21 files • 467.79 MB

demos

20 files • 461.74 MB

Code

7 files • 67.8 KB

m1 - Getting Started with Databricks

2 files • 934 Bytes

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

~Get Your Files Here !/01/demos/Code/m1 - Getting Started with Databricks/m1.1 - Connect to Azure Data Lake - Without Unity Catalog.py

651 Bytes

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

~Get Your Files Here !/01/demos/Code/m1 - Getting Started with Databricks/m1.2 - Connect to Azure Data Lake - With Unity Catalog.py

283 Bytes

m2 - Exploring Cleaning Transforming Data in Databricks

1 files • 30.03 KB

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

~Get Your Files Here !/01/demos/Code/m2 - Exploring Cleaning Transforming Data in Databricks/m2.1 m3.1 - Process Taxi Rides Data.py

30.03 KB

m3 - Storing Processed Data With Delta Lake in Databricks

1 files • 30.03 KB

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

~Get Your Files Here !/01/demos/Code/m3 - Storing Processed Data With Delta Lake in Databricks/m2.1 m3.1 - Process Taxi Rides Data.py

30.03 KB

m4 - Performance Optimizations in Databricks

3 files • 6.83 KB

m4.1 - Optimization and Z-ordering.py

~Get Your Files Here !/01/demos/Code/m4 - Performance Optimizations in Databricks/m4.1 - Optimization and Z-ordering.py

3.11 KB

m4.2 - Cleaning Files with Vacuum.sql

~Get Your Files Here !/01/demos/Code/m4 - Performance Optimizations in Databricks/m4.2 - Cleaning Files with Vacuum.sql

1.37 KB

m4.3 - Auto Optimization.py

~Get Your Files Here !/01/demos/Code/m4 - Performance Optimizations in Databricks/m4.3 - Auto Optimization.py

2.35 KB

DataFiles

12 files • 461.56 MB

Raw

12 files • 461.56 MB

Cabs.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/Cabs.csv

1.3 MB

Drivers.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/Drivers.csv

10.55 MB

GreenTaxis_202501.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/GreenTaxis_202501.csv

8.34 MB

PaymentTypes.json

~Get Your Files Here !/01/demos/DataFiles/Raw/PaymentTypes.json

277 Bytes

RateCodes.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/RateCodes.csv

139 Bytes

RateCodes.json

~Get Your Files Here !/01/demos/DataFiles/Raw/RateCodes.json

252 Bytes

TaxiBases.json

~Get Your Files Here !/01/demos/DataFiles/Raw/TaxiBases.json

453.94 KB

TaxiZones.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/TaxiZones.csv

12.03 KB

YellowTaxis_202501.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/YellowTaxis_202501.csv

440.91 MB

YellowTaxis_append _old.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/YellowTaxis_append _old.csv

645 Bytes

YellowTaxis_append.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/YellowTaxis_append.csv

508 Bytes

YellowTaxis_changes.csv

~Get Your Files Here !/01/demos/DataFiles/Raw/YellowTaxis_changes.csv

770 Bytes

Setup Document - Data Preparation and Exploration in Databricks.pdf

~Get Your Files Here !/01/demos/Setup Document - Data Preparation and Exploration in Databricks.pdf

113.69 KB

getting-started-with-databricks-slides.pdf

~Get Your Files Here !/01/getting-started-with-databricks-slides.pdf

6.05 MB

1 files • 3.42 MB

1 files • 4.4 MB

1 files • 5.67 MB

1-Getting Started with Databricks

5 files • 64.89 MB

1 -Introduction to Databricks.mp4

~Get Your Files Here !/1-Getting Started with Databricks/1 -Introduction to Databricks.mp4

8.56 MB

2 -Understanding Apache Spark Architecture and Execution.mp4

~Get Your Files Here !/1-Getting Started with Databricks/2 -Understanding Apache Spark Architecture and Execution.mp4

12.3 MB

3 -Setting up the Environment.mp4

~Get Your Files Here !/1-Getting Started with Databricks/3 -Setting up the Environment.mp4

13.34 MB

4 -Working with Databricks Unity Catalog.mp4

~Get Your Files Here !/1-Getting Started with Databricks/4 -Working with Databricks Unity Catalog.mp4

16.7 MB

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

~Get Your Files Here !/1-Getting Started with Databricks/5 -Connecting to Azure Data Lake Storage from Databricks.mp4

13.99 MB

2-Exploring, Cleaning, and Transforming Data in Databricks

7 files • 79.28 MB

10 -Applying Transformations.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/10 -Applying Transformations.mp4

20.48 MB

11 -Running SQL Queries on DataFrames.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/11 -Running SQL Queries on DataFrames.mp4

7.35 MB

12 -Visualizing Data and Creating Dashboard.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/12 -Visualizing Data and Creating Dashboard.mp4

7.2 MB

6 -Understanding and Creating Apache Spark DataFrames.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/6 -Understanding and Creating Apache Spark DataFrames.mp4

13.84 MB

7 -Applying Schemas.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/7 -Applying Schemas.mp4

12.5 MB

8 -Exploring and Analyzing Data.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/8 -Exploring and Analyzing Data.mp4

8.74 MB

9 -Cleaning Data.mp4

~Get Your Files Here !/2-Exploring, Cleaning, and Transforming Data in Databricks/9 -Cleaning Data.mp4

9.18 MB

3-Storing Processed Data with Delta Lake in Databricks

5 files • 58.59 MB

13 -Understanding Delta Lake on Databricks.mp4

~Get Your Files Here !/3-Storing Processed Data with Delta Lake in Databricks/13 -Understanding Delta Lake on Databricks.mp4

16.69 MB

14 -Writing to Data Lake as Files.mp4

~Get Your Files Here !/3-Storing Processed Data with Delta Lake in Databricks/14 -Writing to Data Lake as Files.mp4

9.81 MB

15 -Working with Delta Tables.mp4

~Get Your Files Here !/3-Storing Processed Data with Delta Lake in Databricks/15 -Working with Delta Tables.mp4

12.53 MB

16 -Performing DML Operations on Delta Table.mp4

~Get Your Files Here !/3-Storing Processed Data with Delta Lake in Databricks/16 -Performing DML Operations on Delta Table.mp4

12.11 MB

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

~Get Your Files Here !/3-Storing Processed Data with Delta Lake in Databricks/17 -Exploring Historical Data with Delta Lake Time Travel.mp4

7.45 MB

4-Performance Optimizations in Databricks

3 files • 43.5 MB

18 -Optimizing and Z-ordering Delta Tables.mp4

~Get Your Files Here !/4-Performance Optimizations in Databricks/18 -Optimizing and Z-ordering Delta Tables.mp4

20.11 MB

19 -Cleaning Delta Table Files with Vacuum.mp4

~Get Your Files Here !/4-Performance Optimizations in Databricks/19 -Cleaning Delta Table Files with Vacuum.mp4

11.91 MB

20 -Enabling Auto Optimization on Delta Tables.mp4

~Get Your Files Here !/4-Performance Optimizations in Databricks/20 -Enabling Auto Optimization on Delta Tables.mp4

11.48 MB

Bonus Resources.txt

~Get Your Files Here !/Bonus Resources.txt

70 Bytes

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