Monthly Subscription Starting at AED 99 + VAT

Applications of Software Architecture for Big Data
  • Level Expert
  • المدة 34 ساعات hours
  • الطبع بواسطة University of Colorado Boulder
  • Offered by

عن

The course is intended for individuals who want to build a production-quality software system that leverages big data. You will apply the basics of software engineering and architecture to create a production-ready distributed system that handles big data. You will build data intensive, distributed system, composed of loosely coupled, highly cohesive applications. This course can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Data Science: https://www.coursera.org/degrees/master-of-science-data-science-boulder MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

الوحدات

Welcome to Applications of Software Architecture for Big Data!

    • 3 Readings
Show info about module content

3 Readings

  • Earn Academic Credit for Your Work!
  • Course Support
  • Motivation for Peer Review

Introduction to Course Project

    • 2 Videos
    • 2 Readings
Show info about module content

2 Videos

  • Project Introduction
  • Example Codebase

2 Readings

  • Project Rubric
  • Example Codebase

System Requirements

    • 2 Videos
    • 2 Readings
    • 1 PeerReview
Show info about module content

1 Peer Review

  • Project Description & White Board Architecture

2 Videos

  • Project Selection
  • White Board Architecture

2 Readings

  • Requirements Elicitation
  • Story Writing

Getting Started with a Minimum Viable Product (MVP)

    • 1 Videos
    • 3 Readings
    • 1 PeerReview
Show info about module content

1 Peer Review

  • Web Application

1 Videos

  • What is an MVP?

3 Readings

  • Project Structure
  • Setting up a Web Application
  • Case Study

Development Environment

    • 2 Videos
    • 2 Readings
    • 2 Quiz
    • 1 Assignment
Show info about module content

1 Assignment

  • Testing and CI/CD

2 Videos

  • Testing
  • Continuous Integration & Continuous Delivery

2 Readings

  • Unit Tests
  • Integration Tests

2 Quiz

  • Testing
  • Continuous Integration & Continuous Delivery

Handling Data

    • 2 Videos
    • 3 Readings
    • 1 Quiz
    • 1 PeerReview
    • 1 Assignment
Show info about module content

1 Assignment

  • Data Analysis (With Example)

1 Peer Review

  • Data Collection

2 Videos

  • Handling Data
  • REST API

3 Readings

  • Data Persistence
  • Data Collection
  • Data Analysis & REST API

1 Quiz

  • Data Analysis

Production Readiness

    • 1 Videos
    • 1 Readings
    • 1 Quiz
    • 1 Assignment
Show info about module content

1 Assignment

  • Monitor and Metrics Endpoints

1 Videos

  • Production Monitoring

1 Readings

  • Production Monitoring

1 Quiz

  • Monitor and Metrics Endpoints

Asynchronous Events

    • 1 Readings
Show info about module content

1 Readings

  • Event Collaboration Messaging

Auto Summary

Dive into the world of big data with the "Applications of Software Architecture for Big Data" course, designed for IT and Computer Science enthusiasts looking to master the creation of production-quality software systems. This expert-level course, curated by Coursera, focuses on applying fundamental software engineering and architecture principles to develop robust, distributed systems that manage extensive data sets. Throughout the course, you'll learn to construct data-intensive applications that are distributed, loosely coupled, and highly cohesive, preparing you to handle real-world big data challenges. Offered as part of CU Boulder’s MS in Data Science and MS in Computer Science programs, the course allows you to earn academic credit towards these fully accredited graduate degrees available on Coursera. These degrees feature targeted coursework, short 8-week sessions, and a flexible pay-as-you-go tuition model, making them ideal for recent graduates and working professionals alike. With a comprehensive duration that ensures in-depth learning, the course is available under two subscription plans: Starter and Professional. Whether you're looking to advance your career or deepen your expertise in software architecture and big data, this course provides the knowledge and practical skills you need to succeed. Join now and transform your understanding of big data systems.

Tyson Gern
Instructors

Tyson Gern

Mike Barinek
Instructors

Mike Barinek