University of Colorado Boulder
Software Architecture for Big Data Specialization
University of Colorado Boulder

Software Architecture for Big Data Specialization

Big Data Meets Software Engineering. Learn the principles of building and architecting large systems with big data

Tyson Gern
Mike Barinek

Instructors: Tyson Gern

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Get in-depth knowledge of a subject
3.6

(84 reviews)

Advanced level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
3.6

(84 reviews)

Advanced level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Practice software engineering fundamentals; test first development, refactoring, continuous integration, and continuous delivery.

  • Architect and create a big data or distributed system using rest collaboration, event collaboration, and batch processing.

  • Create4 a performant, scalable distributed system that handles big data.

Details to know

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Taught in English
18 practice exercises

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  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado Boulder

Specialization - 3 course series

What you'll learn

  • Practice software engineering fundamentals; test first development, refactoring, continuous integration, and continuous delivery.

  • Architect and create a big data or distributed system using rest collaboration, event collaboration, and batch processing.

  • Create a performant, scalable distributed system that handles big data.

Skills you'll gain

Distributed Computing, Software Architecture, Software Engineering, Transaction Processing, Blockchain, Service Level, Data Architecture, System Monitoring, Data Structures, Database Systems, Maintainability, Big Data, Microservices, Continuous Integration, and Test Driven Development (TDD)

What you'll learn

  • Compare, measure, and test big data models for production use.

  • Write custom performance tests to measure the characteristics of a distributed system.

  • Use queues to horizontally distribute large workloads.

Skills you'll gain

Performance Testing, Unit Testing, Scalability, Software Architecture, Microservices, Predictive Modeling, Distributed Computing, Middleware, Software Engineering, Big Data, Data Architecture, Data Store, Application Performance Management, and Database Architecture and Administration

What you'll learn

  • Practice software engineering fundamentals; test first development, refactoring, continuous integration, and continuous delivery.

  • Architect and create a big data or distributed system using rest collaboration, event collaboration, and batch processing.

  • Create a performant, scalable distributed system that handles big data.

Skills you'll gain

System Monitoring, CI/CD, Data Analysis, Cloud Applications, Databases, System Design and Implementation, Functional Requirement, Software Testing, Big Data, Distributed Computing, Application Development, Scalability, Restful API, Prototyping, Web Applications, Application Deployment, Data Architecture, Software Architecture, Middleware, and Software Engineering

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Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

 

Instructors

Tyson Gern
University of Colorado Boulder
3 Courses11,028 learners

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