Should i learn scala or python

I am from java background and want to shift my carrier in Big Data world. Which one will give me the mileage - Scala or Python? Arkaprova Saha.

It depends on you feel about yourself and your future. If you consider yourself a software engineer that has solid Java background and wants to deliver highly optimized and scalable software products based on Spark then you may want to focus more on Scala.

If you are more focused on data wrangling, discovery and analysis, short-term use focused studies, or to resolve business problems as quick as possible then Python is awesome. Python has such a large community and code snippets, applications etc.

Don't get me wrong, but Python could also be used to deliver enterprise-level applications, but it is more often to use Java and Scala for highly optimized. Python has some culprits, which we will not debate here. View solution in original post. Every programming languages have their own purpose and advantages are there ex.

It is capable of outrunning any programming language when it comes to speed of execution. In the field of Big Data, the application and advantages of Scala are enormous.

Without a doubt, many python certification online courses are getting popular, but the craze for Scala is not less. We already mentioned that in the Big Data field, Scala is the best. But before selecting the programming language for your next career path, you must see the primary differences between these two and select the language as per your needs. Since it is a dynamically typed language, it requires extra work for the interpreter and more time for execution.

Scala is a statically typed language, and here code executes 10 times faster than python. Python is a dynamically typed, object-oriented programming language, where you no need to specify the objects. On the other hand, Scala is the statically typed open source, object-oriented programming language where you need to specify the objects and types of variables when writing code.

Python is very easy to learn and master. Scala is more difficult to learn compared to Python. Due to this, Python is the first choice of beginners. If any code exists before, being a dynamically typed programming language, Python is prone to bugs. It can be used for smaller projects, but python is not the best option when it comes to scalability.

Scala is a statically typed language, offers an interface to catch errors. As a result, refactoring code becomes easy in Scala. After comparing Python vs Scala over a range of factors, it can be concluded that the selection of any of the language depends entirely on the features that best fit the project needs as each one has its own pros and cons.

So, before deciding on a language for programming, developers should learn and analyze different Python and Scala language artefacts. Thus, based on the project need, time of work, and other discussed aspects, any one of these languages should be selected to reach the desired goal. This has been a guide to the Differences Between Python vs Scala.

We also discuss the Python vs Scala head to head comparison, key differences, and infographic and comparison table. You may also look at the following articles to learn more —. Submit Next Question. By signing up, you agree to our Terms of Use and Privacy Policy. Forgot Password? This website or its third-party tools use cookies, which are necessary to its functioning and required to achieve the purposes illustrated in the cookie policy. By closing this banner, scrolling this page, clicking a link or continuing to browse otherwise, you agree to our Privacy Policy.

Python vs Scala By Priya Pedamkar. Popular Course in this category. The framework can also distribute data processing tasks across many nodes, by itself or simultaneously with other distributed computing tools. Hadoop frameworks. If the article convinces you to learn more about Spark, then consider looking at this Spark tutorial. Anything you use Java for, you can use Scala instead. Its emphasis on readability makes it a cost-effective option, particularly in terms of maintenance. So why would Scala stand out?

Here are five compelling reasons why you should learn Scala programming. So, which programming language is better? Boring answer, but it depends on what your project needs are. If you want to work on a smaller project with less experienced programmers, then Python is the smart choice.