(Demo) Generative AI in Spark : Write your Apache Spark code in Natural language using English SDK ?
In this video, we will introduce you to the English SDK for Apache Spark, a groundbreaking tool that lets you use English as a programming language for data analysis. This SDK is powered by generative AI that translates your English instructions into PySpark and SQL code, making Spark more accessible and user-friendly than ever before.
You will learn how to:
Install the SDK and set up your environment
Create a DataFrame from a webpage using a simple description
Perform transformations and operations on your data using English commands
Create user-defined functions with minimal coding
Leverage caching mechanisms to improve performance and save costs
The English SDK for Apache Spark is not just a Python library; it’s a different way to approach data analysis. It seeks to break down barriers and simplify the learning curve for Spark users, democratizing programming to a broader audience. Whether you are a beginner or an expert, you will find this SDK useful and powerful for your data analysis needs.
Chapters :
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0:00 Intro
1:20 English SDK for Apache Spark : GitHub Repo
1:50 Hands-On : Enable AI in Apache Spark
7:20 UDF and Caching
English SDK in Apache Spark GitHub repo :
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https://github.com/databrickslabs/pys...
AI in Spark notebook :
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https://github.com/databrickslabs/pys...
Support :
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Udemy course on Query your custom documents using LlamaIndex :
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https://www.udemy.com/course/query-yo...
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