Spark For Data Engineers

Learn Data Engineering Using Open Source Spark

In this course we will learn how to analyse data and implement advanced data pipelines by deploying clean, maintainable Spark code.

Hands-On Lab

Introduction To Apache Spark

In this lesson we will introduce Apache Spark and cover some of the core concepts and use cases.

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Hands-On Lab

Loading Static Files

In this lesson we will introduce Apache Spark and describe how to load data from static CSV and JSON files.

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Hands-On Lab

Group By and Aggregation

In this lesson we will learn about basic group by and aggregation operations in Spark.

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Hands-On Lab

Joins

In this lesson we will learn how to perform joins in Apache Spark.

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Hands-On Lab

Spark Query Plan

In this lesson we will learn about the Spark query plan and how to interpret it.

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Hands-On Lab

From Spark To Databricks

In this lesson we will learn about the differences between Spark and Databricks, and the advantages of moving from Spark to Databricks.

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