Об этом курсе
4.4
330 ratings
63 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....
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Гибкие сроки

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Предполагаемая нагрузка: 6 weeks, 4-5 hours/week

Прибл. 10 ч. на завершение
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English

Субтитры: English

Приобретаемые навыки

Scala ProgrammingParallel ComputingApache SparkFunctional Programming
Globe

Только онлайн-курсы

Начните сейчас и учитесь по собственному графику.
Calendar

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Clock

Предполагаемая нагрузка: 6 weeks, 4-5 hours/week

Прибл. 10 ч. на завершение
Comment Dots

English

Субтитры: English

Программа курса: что вы изучите

1

Раздел
Clock
5 ч. на завершение

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 видео (всего 4 мин.), 1 материал для самостоятельного изучения, 2 тестов
Video2 видео
Project setup1мин
Reading1 материал для самостоятельного изучения
Data extractionмин

2

Раздел
Clock
5 ч. на завершение

Raw data display

Transform temperature data into images, using various interpolation techniques....
Reading
1 материал для самостоятельного изучения
Reading1 материал для самостоятельного изучения
Raw data visualizationмин

3

Раздел
Clock
5 ч. на завершение

Interactive visualization

Generate images compatible with most Web-based mapping libraries....
Reading
1 материал для самостоятельного изучения
Reading1 материал для самостоятельного изучения
Milestone: interactive visualization in a Web appмин

4

Раздел
Clock
4 ч. на завершение

Data manipulation

Get more meaning from your data: compute temperature deviations compared to normals....
Reading
1 материал для самостоятельного изучения
Reading1 материал для самостоятельного изучения
Data manipulationмин
4.4
Direction Signs

25%

начал новую карьеру, пройдя эти курсы
Briefcase

83%

получил значимые преимущества в карьере благодаря этому курсу

Лучшие рецензии

автор: 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.

автор: 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.

Преподаватель

Dr. Julien Richard-Foy

Computer Scientist
Scala Center

О École Polytechnique Fédérale de Lausanne

О специализации ''Functional Programming in Scala'

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

Часто задаваемые вопросы

  • 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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