Les formations Scala

La formation vise à fournir des opportunités en langage Scala , en apprenant la syntaxe des paradigmes de programmation et des applications spatiales.

Le but de ce cours est de fournir une maîtrise de base de l’application pratique des méthodes d’ Machine Learning . À l'aide du langage de programmation Scala et de ses différentes bibliothèques, et basé sur une multitude d'exemples pratiques, ce cours explique comment utiliser les éléments de base les plus importants de Machine Learning , comment prendre des décisions en matière de modélisation des données, interpréter les résultats des algorithmes et valider les résultats.

Notre objectif est de vous donner les compétences nécessaires pour comprendre et utiliser en toute confiance les outils les plus fondamentaux de la boîte Machine Learning outils Machine Learning et éviter les pièges courants des applications Data Science .

Scala is a concise, object-oriented language with functional programming features, including currying, type inference, immutability, lazy evaluation, and pattern matching. Scala code runs on a JVM and was designed to address some of the shortcomings of Java.

In this instructor-led, live training participants will learn how to use Scala's advanced features, including its type system, to write better code using an object-functional approach.

By the end of this training, participants will be able to:

- Leverage Scala's type system to maximum benefit
- Handle exceptions functionally
- Create libraries and DSLs with Scala
- Use Scala's advanced features for pattern matching

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

Scala is a concise, object-oriented language with functional programming features, including currying, type inference, immutability, lazy evaluation, and pattern matching.

In this instructor-led, live training participants will learn how to use Scala's advanced features to develop well-constructed software that is easy to write, read, test, and change. The focus of this training is on functional programming, using real-world case studies and discussion as a reference for lab exercises and activities.

By the end of this training, participants will be able to:

- Implement advanced functional programming techniques
- Make sense of complex type signatures
- Understand code through types and substitution
- Handle exceptions functionally
- Create libraries and DSLs with Scala
- Use Scala's advanced features for pattern matching

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

ScalaCheck is a library for carrying out automated, property-based testing for Scala or Java programs. Inspired by the Haskell library QuickCheck, it uses properties to describe the expected behavior of an application, generating random input data at first, then testing this data across different areas of the application and reporting the result.

In this instructor-led, live training, participants will learn the benefits of and concepts behind property-based testing as they practice writing properties that lead to the automatic generation of test cases.

By the end of this training, participants will be able to:

- Write general properties that replace and/or compliment hand-written unit test cases
- Write tests at the higher level of property specifications
- Execute ScalaCheck as a standalone executabl, using the built-in command line test runner
- Integrate ScalaCheck with test frameworks such as ScalaTest, specs2 and LambdaTest

Audience

- Test engineers
- Developers

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

This training outline is intended to bring attendees from a beginner to an intermediate/advanced level in the understanding and knowledge of the Akka framework.

The entire course is hands on, mostly driven by the trainer in the beginning and progressively shifting towards the attendees producing code themselves (and downloading implementations/solutions written by the trainer).

Attendees are not expected to have prior knowledge of Scala, the trainer will take the necessary time to explain and clarify all the intricacies that relate to the Scala code used.

This instructor-led, live training in Belgique (online or onsite) is aimed at software engineers who wish to stream big data with Spark Streaming and Scala.

By the end of this training, participants will be able to:

- Create Spark applications with the Scala programming language.
- Use Spark Streaming to process continuous streams of data.
- Process streams of real-time data with Spark Streaming.