Mastering Big Data with Apache Spark and Java
INTERACTIVE COURSE

Mastering Big Data with Apache Spark and Java

Intermediate

55 Lessons

17h 15min

Certificate of Completion

Mastering Big Data with Apache Spark and Java
30 Playgrounds
7 Quizzes
84 Illustrations

Takeaway Skills

Learn Apache Spark fundamentals and gain an overview of its building blocks

Learn Advanced Transformations and leverage Spark’s powerful library, Spark SQL

Acquire practical experience through examples, coding, and recipes

Develop a big data batch application with foundations in both design patterns and good programming practices using Spark

Course Overview

This course serves as a comprehensive introduction to the Spark Java API. Experienced Java developers will use object-oriented programming (OOP) principles to apply theory to Apache Spark and big data practice. You’ll learn the basic components and architecture of Spark, a leading framework for building big data applications, before implementing them in Java. You’ll also explore data transformations like grouping, sorting, and joining. Further, you’ll learn to support SQL operations in the database and cre...Show More

Course Content

1

Course Introduction

2

Spark Introduction and Basics

3

Getting Started with Spark

4

DataFrame Basic Operations

5

DataFrame Advanced Operations

6

Spark SQL and Other Functionalities

8 Lessons

7

Building a Big Data Batch Application

8 Lessons

8

Deployment and Cluster Execution

3 Lessons

9

Monitoring and Performance Fundamentals

4 Lessons

10

Conclusion

1 Lesson

11

Apendix

2 Lessons

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

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AI-Powered Learning

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

FOR TEAMS

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