This course is part of the Functional Programming in Scala Specialization

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540 ratings

Julien Richard-Foy

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Functional Programming in Scala SpecializationÉcole Polytechnique Fédérale de Lausanne

About this Course

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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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Coursera Labs

Includes hands on learning projects.

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Course 5 of 5 in the

Functional Programming in Scala Specialization

Approx. 32 hours to complete

English

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Skills you will gain

Scala Programming
Parallel Computing
Apache Spark
Functional Programming

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Course 5 of 5 in the

Functional Programming in Scala Specialization

Approx. 32 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

Instructor rating

4.2/5 (14 Ratings)

Julien Richard-Foy

Offered by

École Polytechnique Fédérale de Lausanne

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Syllabus - What you will learn from this course

Week1

Week 1

10 hours to complete

Project overview

10 hours to complete

2 videos (Total 4 min), 1 reading, 2 quizzes

Week2

Week 2

5 hours to complete

Raw data display

5 hours to complete

1 reading

Week3

Week 3

5 hours to complete

Interactive visualization

5 hours to complete

1 reading

Week4

Week 4

4 hours to complete

Data manipulation

4 hours to complete

1 reading

Reviews

4.4

92 reviews

5 stars
63.33%
4 stars
22.22%
3 stars
10%
2 stars
2.59%
1 star
1.85%

TOP REVIEWS FROM FUNCTIONAL PROGRAMMING IN SCALA CAPSTONE

by MKApr 25, 2019

It's very well put together. It just requires a great deal of time dedication specially because blocks of time should be meaningul to not lose the context present in one's mind.

by AKNov 23, 2020

An interesting project that nicely covers most concepts discussed in the previous 4 Scala/Spark courses. The provided code skeleton is very helpful.

by CWJan 28, 2018

Very cool to see the entire application fit together eventually. However, feel sometimes the explanation for the exercise could have used more details/examples.

by NIJan 3, 2019

Capstone project is challenging specially because of the performance standards. I enjoyed solving the problems

View all reviews

About the Functional Programming in Scala Specialization

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.

Frequently Asked Questions

When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
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.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

More questions? Visit the Learner Help Center.

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Functional Programming in Scala Capstone

About this Course

Skills you will gain