Functional programming is becoming increasingly widespread in industry. This trend is driven by the adoption of Scala as the main programming language for many applications. Scala fuses functional and object-oriented programming in a practical package. It interoperates seamlessly with both Java and Javascript. Scala is the implementation language of many important frameworks, including Apache Spark, Kafka, and Akka. It provides the core infrastructure for sites such as Twitter, Tumblr and also Coursera.
Functional Programming Principles in Scala (Scala 2 version)
Instructor: Martin Odersky
Sponsored by Louisiana Workforce Commission
7,613 already enrolled
(59 reviews)
Recommended experience
What you'll learn
Understand the principles of functional programming
Write purely functional programs, using recursion, pattern matching, and higher-order functions
Design immutable data structures
Combine functional programming with objects and classes
Details to know
Add to your LinkedIn profile
1 assignment
See how employees at top companies are mastering in-demand skills
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
There are 6 modules in this course
Get up and running with Scala on your computer. Complete an example assignment to familiarize yourself with our unique way of submitting assignments. In this week, we'll learn the difference between functional imperative programming. We step through the basics of Scala; covering expressions, evaluation, conditionals, functions, and recursion
What's included
11 videos7 readings1 assignment3 programming assignments
This week, we'll learn about functions as first-class values, and higher order functions. We'll also learn about Scala's syntax and how it's formally defined. Finally, we'll learn about methods, classes, and data abstraction through the design of a data structure for rational numbers.
What's included
7 videos2 programming assignments
This week, we'll cover traits, and we'll learn how to organize classes into hierarchies. We'll cover the hierarchy of standard Scala types, and see how to organize classes and traits into packages. Finally, we'll touch upon the different sorts of polymorphism in Scala.
What's included
3 videos2 programming assignments
This week we'll learn about the relationship between functions and objects in Scala; functions *are* objects! We'll zoom in on Scala's type system, covering subtyping and generics, and moving on to more advanced aspects of Scala's type system like variance. Finally, we'll cover Scala's most widely used data structure, Lists, and one of Scala's most powerful tools, pattern matching.
What's included
7 videos2 programming assignments
This week we dive into Lists, the most commonly-used data structure in Scala.
What's included
7 videos
After a deep-dive into Lists, this week we'll explore other data structures; vectors, maps, ranges, arrays, and more. We'll dive into Scala's powerful and flexible for-comprehensions for querying data.
What's included
6 videos2 programming assignments
Instructor
Offered by
Why people choose Coursera for their career
Learner reviews
59 reviews
- 5 stars
83.33%
- 4 stars
16.66%
- 3 stars
0%
- 2 stars
0%
- 1 star
0%
Showing 3 of 59
Reviewed on Nov 27, 2021
A bit academic at times but that is the nature of scala
Reviewed on Jan 5, 2023
The course offers a good introduction to Scala and Functional Programming principles. I learned a lot, thanks!
Reviewed on Feb 12, 2023
Wow, this course was amazing and very interesting!
Recommended if you're interested in Computer Science
École Polytechnique Fédérale de Lausanne
Korea Advanced Institute of Science and Technology(KAIST)
Korea Advanced Institute of Science and Technology(KAIST)
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy