Pluralsight - Data Preparation and Exploration in Databricks

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Free Download Pluralsight - Data Preparation and Exploration in Databricks
Published: 3/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 337.72 MB | Duration: 1h 31m 54s
Are you planning for large-scale data preparation and analysis? This course will teach you Databricks - how to use it to explore, analyze, clean and transform data; store data in Delta format; and visualize it using Databricks charts and dashboards.

Databricks is a unified analytics platform that can handle huge volumes of data, process it faster, and help explore and analyze the data in-depth.
In this course, Data Preparation and Exploration in Databricks, you'll gain the ability to explore, analyze, clean, and transform data using the Databricks platform; store the processed data in Delta Lake format; and visualize the data using Databricks charts and dashboards.
First, you'll learn how to set up the Databricks environment. Then, you'll discover how to extract data from multiple sources in Databricks - like Azure Data Lake Store and Databricks File System (DBFS) - and create Spark DataFrames.
Next, you'll go over how to explore and analyze data using Spark and Databricks features, clean and transform the data using Spark, and visualize the data using Databricks charts and
dashboards.
Following this, you'll see how to store the processed data in Data Lake or as Databricks Tables in Delta Lake format. Finally, you'll learn how to do performance optimization in Databricks.
When you're finished with this course, you'll have the skills and knowledge of Databricks needed to prepare and explore the data.
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727.56 MB | 00:07:36 | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English​

Files Included :

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1 -Introduction to Databricks.mp4 (8.56 MB)
2 -Understanding Apache Spark Architecture and Execution.mp4 (12.3 MB)
3 -Setting up the Environment.mp4 (13.34 MB)
4 -Working with Databricks Unity Catalog.mp4 (16.7 MB)
5 -Connecting to Azure Data Lake Storage from Databricks.mp4 (13.99 MB)
10 -Applying Transformations.mp4 (20.48 MB)
11 -Running SQL Queries on DataFrames.mp4 (7.35 MB)
12 -Visualizing Data and Creating Dashboard.mp4 (7.2 MB)
6 -Understanding and Creating Apache Spark DataFrames.mp4 (13.84 MB)
7 -Applying Schemas.mp4 (12.5 MB)
8 -Exploring and Analyzing Data.mp4 (8.74 MB)
9 -Cleaning Data.mp4 (9.18 MB)
13 -Understanding Delta Lake on Databricks.mp4 (16.69 MB)
14 -Writing to Data Lake as Files.mp4 (9.81 MB)
15 -Working with Delta Tables.mp4 (12.53 MB)
16 -Performing DML Operations on Delta Table.mp4 (12.11 MB)
17 -Exploring Historical Data with Delta Lake Time Travel.mp4 (7.45 MB)
18 -Optimizing and Z-ordering Delta Tables.mp4 (20.11 MB)
19 -Cleaning Delta Table Files with Vacuum.mp4 (11.91 MB)
20 -Enabling Auto Optimization on Delta Tables.mp4 (11.48 MB)

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