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[ TutGee com ] Getting Started with Apache Spark on Databricks
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Get Bonus Downloads Here.url (Size: 241.87 MB) (Files: 53)
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01. Course Overview
01. Course Overview.mp4
02. Overview of Apache Spark on Databricks
02. Prequisites and Course Outline.mp4
03. Introducing Apache Spark.mp4
04. Spark Architecture.mp4
05. Introducing Databricks.mp4
06. Databricks Science and Engineering Concepts.mp4
07. Azure Databricks Architectural Overview.mp4
08. Demo-Creating an Azure Databricks Workspace.mp4
09. Demo-Provisionsing an All Purpose Cluster.mp4
03. Transformations Actions and Visualizations
10. RDDs and Data Frames.mp4
11. Spark APIs.mp4
12. Demo-dbutils.mp4
13. Demo-Transformations and Actions on RDDs.mp4
14. Demo-Transformations and Actions on Data Frames.mp4
15. Demo-Uploading a Dataset to DBFS Using Notebooks.mp4
16. Demo-Basic Selection and Filtering Operations.mp4
17. Demo-Writing CSV Files out to DBFS.mp4
18. Demo-Creating a Table Using the Databricks UI.mp4
19. Demo-Visualizing Data Using the Display Command.mp4
20. Demo-Exploring Databricks Visualizations.mp4
04. Modify Data Using Spark Functions
21. Demo-Reading and Parsing JSON Data.mp4
22. Demo-Accessing Nested Fields and List Elements.mp4
23. Demo-Setting up an Azure Storage Account.mp4
24. Demo-Storing Secrets in the Azure Key Vault.mp4
25. Demo-Reading from Azure Data Storage.mp4
26. Demo-Basic SQL Transformations.mp4
27. Demo-Built-in Functions.mp4
28. Summary and Next Steps.mp4
Bonus Resources.txt
Exercise Files
02
demos
Demo-06-AzureStorageAsDataSource.ipynb
datasets
DS_Store
automobile_data.csv
credit_train.csv
employees.json
iris.json
netflix_list.csv
people.json
test.json
demo-02-RDDsAndDataFrames.ipynb
demo-03-BasicTransformationsAndActions.ipynb
demo-04-Visualizations.ipynb
demo-05-ComplexDataAndNestedFields.ipynb
demo-07-BasicSQLTransformations.ipynb
demo-08-Functions.ipynb
images
Beautiful_Rose.jpg
Dahlia.jpg
Lotus.jpg
Sun_Flower.jpg
White_Rose.jpg
overview-of-apache-spark-on-databricks-slides.pdf
03
transformations-actions-and-visualizations-slides.pdf
04
modify-data-using-spark-functions-slides.pdf
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