University of Colorado Boulder
Software Architecture for Big Data Specialization

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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

6,388 already enrolled

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Get in-depth knowledge of a subject
3.6

(85 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

(85 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.

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Taught in English

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  • 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

Category: Distributed Computing
Category: Software Architecture
Category: Transaction Processing
Category: Blockchain
Category: Software Engineering
Category: Service Level
Category: Middleware
Category: Data Structures
Category: Test Driven Development (TDD)
Category: Maintainability
Category: Microservices
Category: Software Design
Category: Big Data
Category: System Monitoring
Category: Data Architecture
Category: Database Systems

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

Category: Software Architecture
Category: Performance Tuning
Category: Performance Testing
Category: Scalability
Category: Data Architecture
Category: Big Data
Category: Software Engineering
Category: Database Systems
Category: Data Store
Category: Distributed Computing
Category: Predictive Modeling
Category: Microservices
Category: Model Evaluation

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

Category: System Monitoring
Category: Agile Product Development
Category: Software Architecture
Category: Big Data
Category: Software Engineering
Category: Prototyping
Category: Data Infrastructure
Category: Application Deployment
Category: User Acceptance Testing (UAT)
Category: Web Applications
Category: Data Analysis
Category: Test Automation
Category: Acceptance Testing
Category: Microservices
Category: Functional Requirement
Category: Database Management
Category: Distributed Computing
Category: Requirements Elicitation
Category: Application Development

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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 Courses11,421 learners

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