课程信息
4.4
317 ratings
62 reviews
In the final capstone project you will apply the skills you learned by building a large data-intensive application using real-world data. You will implement a complete application processing several gigabytes of data. This application will show interactive visualizations of the evolution of temperatures over time all over the world. The development of such an application will involve: — transforming data provided by weather stations into meaningful information like, for instance, the average temperature of each point of the globe over the last ten years ; — then, making images from this information by using spatial and linear interpolation techniques ; — finally, implementing how the user interface will react to users’ actions....
Globe

100% 在线课程

立即开始,按照自己的计划学习。
Calendar

可灵活调整截止日期

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Clock

建议:6 weeks, 4-5 hours/week

完成时间大约为10 小时
Comment Dots

English

字幕:English

您将获得的技能

Scala ProgrammingFunctional ProgrammingParallel ComputingApache Spark
Globe

100% 在线课程

立即开始,按照自己的计划学习。
Calendar

可灵活调整截止日期

根据您的日程表重置截止日期。
Clock

建议:6 weeks, 4-5 hours/week

完成时间大约为10 小时
Comment Dots

English

字幕:English

教学大纲 - 您将从这门课程中学到什么

1

章节
Clock
完成时间为 5 小时

Project overview

Get an overview of the project and all the information to get started. Transform data provided by weather stations into meaningful information....
Reading
2 个视频(共 4 分钟), 1 个阅读材料, 2 个测验
Video2 个视频
Project setup1分钟
Reading1 个阅读材料
Data extraction分钟

2

章节
Clock
完成时间为 5 小时

Raw data display

Transform temperature data into images, using various interpolation techniques....
Reading
1 个阅读材料
Reading1 个阅读材料
Raw data visualization分钟

3

章节
Clock
完成时间为 5 小时

Interactive visualization

Generate images compatible with most Web-based mapping libraries....
Reading
1 个阅读材料
Reading1 个阅读材料
Milestone: interactive visualization in a Web app分钟

4

章节
Clock
完成时间为 4 小时

Data manipulation

Get more meaning from your data: compute temperature deviations compared to normals....
Reading
1 个阅读材料
Reading1 个阅读材料
Data manipulation分钟
4.4
Direction Signs

25%

完成这些课程后已开始新的职业生涯
Briefcase

83%

通过此课程获得实实在在的工作福利

热门审阅

创建者 KBJun 14th 2017

Good course, some of the assignments could have been more explicit with expectations in cases where specific implementation details matter but the forums were helpful in that regard anyways.

创建者 WHSep 23rd 2017

Outstanding set of courses.\n\nJust to counter comments about grader stability and lack of grader feedback - I never encountered this in any of the 5 courses.

讲师

Dr. Julien Richard-Foy

Computer Scientist
Scala Center

关于 École Polytechnique Fédérale de Lausanne

关于 Functional Programming in Scala 专项课程

Discover how to write elegant code that works the first time it is run. This Specialization provides a hands-on introduction to functional programming using the widespread programming language, Scala. It begins from the basic building blocks of the functional paradigm, first showing how to use these blocks to solve small problems, before building up to combining these concepts to architect larger functional programs. You'll see how the functional paradigm facilitates parallel and distributed programming, and through a series of hands on examples and programming assignments, you'll learn how to analyze data sets small to large; from parallel programming on multicore architectures, to distributed programming on a cluster using Apache Spark. A final capstone project will allow you to apply the skills you learned by building a large data-intensive application using real-world data....
Functional Programming in Scala

常见问题

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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