The course is intended for individuals looking to understand the basics of software engineering as they relate to building large software systems that leverage big data. You will be introduced to software engineering concepts necessary to build and scale large, data intensive, distributed systems. Starting with software engineering best practices and loosely coupled, highly cohesive data microservices, the course takes you through the evolution of a distributed system over time.
Fundamentals of Software Architecture for Big Data
科罗拉多大学波德分校課程信息
9,230 次近期查看
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
高級
Software engineering or big data experience
完成時間大約為23 小時
英語（English）
字幕：英語（English）
您將學到的內容有
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.
您將獲得的技能
- Real-time Systems
- Big Data
- Microservices
- Software Engineering
- Distributed Computing
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
高級
Software engineering or big data experience
完成時間大約為23 小時
英語（English）
字幕：英語（English）
提供方
科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
立即開始攻讀碩士學位
此 課程 隸屬於 科罗拉多大学波德分校 提供的 100% 在線 Master of Science in Data Science。
如果您被錄取參加全部課程，您的課程將計入您的學位學習進程。
授課大綱 - 您將從這門課程中學到什麼
完成時間為 5 小時
Software Engineering Overview
In this module you will learn the basics of modern software engineering. You will learn how our industry progresses over time, practice test driven development, and implement widely used data structures.
完成時間為 5 小時
7 個視頻 （總計 64 分鐘）, 5 個閱讀材料, 3 個測驗
完成時間為 7 小時
Fundamentals of Software Architecture
In this module you will learn the fundamentals of software architecture. You will learn how to evolve an architecture over time, how to work within a large codebase, and a bit about blockchain.
完成時間為 7 小時
5 個視頻 （總計 26 分鐘）, 5 個閱讀材料, 5 個測驗
完成時間為 5 小時
Fundamentals of Production Software
In this module you will learn the fundamentals of monitoring software in production. You will learn how to create reliable background jobs, how to calculate and communicate service availability, and how to implement production metrics and monitoring.
完成時間為 5 小時
1 個視頻 （總計 10 分鐘）, 3 個閱讀材料, 3 個測驗
完成時間為 6 小時
Fundamentals of Software Architecture for Big Data
In this module you will learn the fundamentals of production quality databases and messaging systems. You will learn to understand the tradeoffs between consistency and availability, how to implement database transactions to improve consistency, and how to implement messaging systems to improve availability.
完成時間為 6 小時
3 個視頻 （總計 13 分鐘）, 4 個閱讀材料, 4 個測驗
常見問題
我什么时候能够访问课程视频和作业？
我购买证书后会得到什么？
有助学金吗？
還有其他問題嗎？請訪問 學生幫助中心。
