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Software Architecture Patterns for Big Data
Coursera
Course
Unknown

Software Architecture Patterns for Big Data

University of Colorado Boulder

Learn software architecture patterns to transform big data prototypes into high-quality, scalable production software.

Unknown4 weeksEnglish

About this Course

The course is intended for individuals looking to understand the architecture patterns necessary to take large software systems that make use of big data to production. You will transform big data prototypes into high quality tested production software. After measuring the performance characteristics of distributed systems, you will identify trouble areas and implement scalable solutions to improve performance. Upon completion of the course you will know how to scale production data stores to p

What You'll Learn

  • Compare, measure, and test big data models for production
  • Write custom performance tests for distributed systems
  • Use queues to horizontally distribute large workloads

Prerequisites

  • Advanced knowledge of software engineering and distributed systems

Instructors

T

Tyson Gern

Computer Science

M

Mike Barinek

Computer Science

Topics

Performance Tuning
Data Architecture
Performance Testing
Model Evaluation
Software Architecture
Database Systems
Predictive Modeling
Scalability
Microservices
Data Store

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحسين الأداء
هندسة البيانات
اختبار الأداء
تقييم النماذج
هندسة البرمجيات
أنظمة قواعد البيانات
النمذجة التنبؤية
قابلية التوسع
Microservices
Data Store

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