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Applying the Lambda Architecture with Spark, Kafka, and Cassandra

This course aims to get beyond all the hype in the big data world and focus on what really works for building robust, highly-scalable batch and real-time systems. In this course, Applying the Lambda Architecture with Spark, Kafka, and Cassandra, you'll string together different technologies that fit well and have been designed by some of the companies with the most demanding data requirements (such as Facebook, Twitter, and LinkedIn) to companies that are leading the way in the design of data processing frameworks, like Apache Spark, which plays an integral role throughout this course. You'll look at each individual component and work out details about their architecture that make them good fits for building a system based on the Lambda Architecture. You'll continue to build out a full application from scratch, starting with a small application that simulates the production of data in a stream, all the way to addressing global state, non-associative calculations, application upgrades and restarts, and finally presenting real-time and batch views in Cassandra. When you're finished with this course, you'll be ready to hit the ground running with these technologies to build better data systems than ever.

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Pluralsight

Rating Not enough ratings
Length 6.1 hours
Starts On Demand (Start anytime)
Cost $29/month (Access to entire library- free trial available)
From Pluralsight
Instructor Ahmad Alkilani
Download Videos On Windows, MacOS, iOS, and Android Pluralsight app
Language English
Subjects Data Science IT & Networking
Tags Big Data Data Professional

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Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile.

ARCHITECTURE / CONSTRUCTION ADMINISTRATION $50k

Enterprise Architecture-Corp Functions $66k

Data Scientist IT Architecture-NSEE $74k

Infrastructure Architecture Specialist $88k

Software Developer & Architecture $105k

Software Developer / Architecture $116k

Web Development Engineer, Lambda $120k

Supervisor Enterprise Architecture $125k

Technical Project Manager (Data Architecture And Database Architecture) $128k

Freelance Enterprise Architecture Consultant $136k

Silicon Architecture Engineer 5 $158k

Technology Architect, Solution Architecture $164k

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Pluralsight

Rating Not enough ratings
Length 6.1 hours
Starts On Demand (Start anytime)
Cost $29/month (Access to entire library- free trial available)
From Pluralsight
Instructor Ahmad Alkilani
Download Videos On Windows, MacOS, iOS, and Android Pluralsight app
Language English
Subjects Data Science IT & Networking
Tags Big Data Data Professional

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