[FREE] INTRODUCTION TO PYTHON FOR BIG DATA ENGINEERING WITH PYSPARK

Sunday, November 8, 2020

[FREE] INTRODUCTION TO PYTHON FOR BIG DATA ENGINEERING WITH PYSPARK

Posted By: Admin November 08, 2020 Leave a Reply

 




Description

The key objectives of this course are as follows;

Learn Spark Architecture

Learn Spark Execution Concepts

Learn Spark Transformations and Actions using the Structured API

Learn Spark Transformations and Actions using the RDD (Resilient Distributed Datasets) API

Learn how to set up your own local PySpark Environment

Learn how to interpret the Spark Web UI

Learn how to interpret DAG (Directed Acyclic Graph) for Spark Execution

The Python Spark project that we are going to do together;

Sales Data

Create a Spark Session

Read a CSV file into a Spark Dataframe

Learn to Infer a Schema

Select data from the Spark Dataframe

Produce analytics that shows the topmost sales orders per Region and Country

Who this course is for:

Python Developers who wish to learn how to use the language for Data Engineering and Analytics with PySpark

Aspiring Data Engineering and Analytics Professionals

Data Scientists / Analysts who wish to learn an analytical processing strategy that can be deployed over a big data cluster

Data Managers who want to gain a deeper understanding of managing data over a cluster

Requirements

A basic laptop or PC with at least 6 – 8GB of RAM

Basic programming knowledge












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Disclaimer: This Course is by Udemy, Course description is from udemy

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