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

Software Architecture Patterns for Big Data

This course is part of Software Architecture for Big Data Specialization

Taught in English

Some content may not be translated

Tyson Gern
Mike Barinek

Instructors: Tyson Gern

2,114 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

3.5

(11 reviews)

Advanced level

Recommended experience

25 hours (approximately)
Flexible schedule
Learn at your own pace
Progress towards a degree

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.

Details to know

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Assessments

6 quizzes, 1 assignment

Course

Gain insight into a topic and learn the fundamentals

3.5

(11 reviews)

Advanced level

Recommended experience

25 hours (approximately)
Flexible schedule
Learn at your own pace
Progress towards a degree

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Software Architecture for Big Data Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
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There are 4 modules in this course

Welcome to Software Architecture Patterns for Big Data. In this first week of the course, you will learn how to write tests that allow you to iterate on predictive models.

What's included

3 videos8 readings1 quiz1 peer review

In this week, you will learn how to ensure your distributed system operates as expected in production by writing performance tests.

What's included

3 videos9 readings1 quiz1 peer review

This week you will use queues to horizontally distribute large workloads.

What's included

2 videos6 readings2 quizzes1 assignment1 peer review

In the last week of this course, you will learn the advantages and disadvantages of high availability distributed systems.

What's included

1 video6 readings2 quizzes

Instructors

Tyson Gern
University of Colorado Boulder
3 Courses7,383 learners

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