Tagged as “the definitive book on Scala”, this book is co-authored by Martin Odersky, the designer of the Scala language.
Though Spark has APIs for both Scala and Python, let us try to understand which one you should choose for using the Apache Spark framework.
– Apache Spark MLlib & ML
– H2O Sparkling Water
Scala is a popular language that runs on Java Virtual Machine (JVM). It is a pure object-oriented language designed to express common programming patterns in a concise, elegant, and type-safe way. Also, Scala provides a number of libraries and tools that can be used for several data science-related tasks. Here, we have put together the […]
Apache Spark is a popular open-source data processing framework. This widely-known big data platform provides several exciting features, such as graph processing, real-time processing, in-memory processing, batch processing and more quickly and easily. With the expansion of data generation, organisations have started utilising these vast amounts of data to gain meaningful insights. Big data tools […]
Statically-typed language can be referred to the languages where the type of variables is known at the compile time. It has various intuitive features such as better code completion, perform type checking during the course of compilation, better tooling and refactoring, among others. In this article, we list down the top 10 statically typed programming […]
While entering into the data science field, newbies are always stuck at that one question: what programming language one should learn and whether the language is suitable. Ever year Analytics India Magazine conducts surveys in order to gain insights on the trending tools and toolkits and other aspects in the data science field. The surveys […]
Java is one of the oldest and most popular programming languages. It has been used by organisations for software development purposes for years. However, in the modern software development scenario, this prominent language is lagging. This is where programming languages like Kotlin and Scala come into play. The codes for these new languages are mostly […]
Scala or Scalable language is an extension of Java language which runs on Java Virtual Machine (JVM). It is one of the de facto languages when it comes to playing practically with Big Data. This statically-typed language serves as an important tool for the data scientists because it supports both anonymous functions as well as […]
Python and Scala are two of the most popular languages used in data science and analytics. These languages provide great support in order to create efficient projects on emerging technologies. In this article, we list down the differences between these two popular languages. Python Python continues to be the most popular language in the industry. […]
Scala, the modern multi-paradigm programming language is the next generation processing engine for Big Data. It has been evolving at a very fast pace since the last few years. According to reports, Scala has jumped a whopping 11 positions on the chart since May 2017 to land at #20. This isn’t the first time Scala […]