University of Colorado Boulder
Software Architecture for Big Data Specialization
5,819 enrolled
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

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Get in-depth knowledge of a subject

(82 reviews)

Advanced level

Recommended experience

Flexible schedule
2 months at 10 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(82 reviews)

Advanced level

Recommended experience

Flexible schedule
2 months at 10 hours a week
Earn a career credential
Share your expertise with employers

Overview

  • 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.

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
18 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • 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

Category: Software Architecture
Category: Distributed Computing
Category: Software Engineering
Category: Blockchain
Category: Service Level
Category: Transaction Processing
Category: Data Structures
Category: System Monitoring
Category: Continuous Integration
Category: Maintainability
Category: Software Design
Category: Data Architecture
Category: Test Driven Development (TDD)
Category: Big Data
Category: Microservices
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: Scalability
Category: Performance Testing
Category: Database Architecture and Administration
Category: Microservices
Category: Software Engineering
Category: Application Performance Management
Category: Predictive Modeling
Category: Test Automation
Category: Data Architecture
Category: Load Balancing
Category: Distributed Computing
Category: Big Data

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: Unit Testing
Category: Big Data
Category: Data Architecture
Category: Application Deployment
Category: Data Analysis
Category: Distributed Computing
Category: Restful API
Category: Databases
Category: Software Architecture
Category: Systems Architecture
Category: Software Testing
Category: System Design and Implementation
Category: Scalability
Category: Functional Requirement
Category: Web Applications
Category: Application Development
Category: Software Engineering
Category: Acceptance Testing

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

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 Courses10,636 learners
Mike Barinek
University of Colorado Boulder
3 Courses10,636 learners

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