English | Size: 3.64 GB
Program on a Higher Level. Write elegant functional code to analyze data that’s big or small
WHAT YOU WILL LEARN
Write purely functional programs using recursion, pattern matching, and higher-order functions
Design immutable data structures
Write programs that effectively use parallel collections to achieve performance
Manipulate data with Spark and 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.
Applied Learning Project
Learners will build small to medium size Scala applications by applying knowledge and skills including: functional programming, parallel programming, manipulation of large data sets, higher-order functions, property-based testing, functional reactive programming.
If any links die or problem unrar, send request to