LEARN SCALA HOW TO

Understand how to apply type classes to solve practical problems across a variety of domains.

Learn the key type classes of: Functor, Monoid, Applicative, and Monad.

Understand how to express abstractions using type classes.

If you are interested to learn the Big data topic as well as machine learning using the modern programming language called Scala then this course is. To benefit from this book you should have about a year’s experience with Scala, or equivalent experience with a functional language such as Haskell, O’Caml, or Lisp. Scala and Spark for Big Data and ML Udemy. Microsoft's Implementing Predictive Analytics with Apache Spark is an introduction to using Scala programming (or Python) to build machine learning methods for big data.

The broad ideas are not specific to Cats, but Cats provides an excellent implementation that is beneficial to learn in its own right. Delft offers a broad course in Functional Programming that introduces students to a variety of functional programming languages including Scala.

It has many features of functional programming languages like Scheme, Standard Machine Learning and Haskell. We use abstractions from Cats, and we explain the structure of Cats so you can use it without fear in your own code base. Like Java, Scala also uses a curly-brace syntax. The book also serves as an introduction to the Cats library. This means designing systems as small composable units, expressing constraints and interactions via the type system, and using composition to guide the construction of large systems in a way that maintains the original architectural vision. The main goal of this book is to teach system architecture and design using the techniques of modern functional programming.

Learn scala