Introduction to Distributed Systems for Dummies

Introduction to Distributed Systems for Dummies

Gain insights into distributed systems, learn architectural patterns like replication and sharding, and explore Apache Spark and Druid to design and develop effective distributed applications.

Beginner

53 Lessons

14h

Certificate of Completion

Gain insights into distributed systems, learn architectural patterns like replication and sharding, and explore Apache Spark and Druid to design and develop effective distributed applications.

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Explanations

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Explanations

This course includes

8 Playgrounds
12 Quizzes

This course includes

8 Playgrounds
12 Quizzes

Course Overview

Gone are the days when monolithic applications were the norm. Most applications that we use today are too complex for that type of construction. Instead, most applications that appear as a single unit are actually built as a collection of inter-operating but independent computational components. Developers are expected to have mastery over a programming language or two. Moreover, they should also know the basics of distributed systems in order to succeed. In this course, you’ll learn what a distributed sys...Show More

What You'll Learn

Mastery over the nature of and the need for distributed systems

An understanding of the core problems in developing distributed systems

Appreciation of the challenges in distributed systems related to storage, communication, and processing

Familiarity with key architectural patterns in distributed system design

In-depth knowledge through case studies of some popular distributed systems

What You'll Learn

Mastery over the nature of and the need for distributed systems

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Course Content

1.

Introduction

Step through the essentials of distributed systems and their significance for modern applications.
4.

Communication Between Nodes

Grasp the fundamentals of database communication, microservice protocols, and asynchronous messaging in distributed systems.
5.

Data Processing in Large Scale

Solve problems in large-scale data processing using batch and stream processing techniques.
6.

Distributed System Architectural Patterns

5 Lessons

Follow the process of implementing replicated, sharded, lambda, and CQRS patterns in distributed systems.
7.

Case Study 1: Apache Spark

2 Lessons

Master the steps to efficiently handle and analyze big data using Apache Spark.
8.

Case Study 2: Apache Druid

2 Lessons

Learn how to use Apache Druid and understand its distinct OLAP database architecture.
9.

Conclusion

1 Lesson

Look at practical tips, resources, and encouragement for success in distributed systems.

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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