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Python vs Java: Which is better and How to Choose?

Still confused to choose the best programming language for data science? If yes, then check out this presentation to know which one is best between Python vs Java for data science and future.

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Python vs Java: Which is better and How to Choose?

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  1. PYTHON VS JAVA WHICH IS BETTER AND HOW TO CHOOSE? STAT ANALYTICA Presented by Statanalytica team

  2. Covered Today A brief outline Overview Python and Java vs Java speed Python vs Java Ease of learning Python vs Java Game Development Python vs Java Web Development Python vs Java Machine Whitespace Python vs Java vs Java Architecture Python vs java jobs Python vs Java Data Science Conclusion

  3. Overview A Brief Introduction Python vs Java differences is also an overwhelming comparison for the students. There are hundreds of blogs over the internet that are showcasing the comparison between Python and Java. But no one is giving a solid reason for “is python or java easier.” We all know that nowadays Python is competing with almost every programming languageJava is one of the best programming languages to create desktop applications. But it is also used in the field of data science. Therefore both of these programming languages are competing with each other in various industries. l

  4. Java Java is one of the oldest and most powerful programming languages in the world. It is a general-purpose and statically typed language. It means that anyone can use it. There is not a specific purpose to use this programming language. Java was first released in 1995 by Sun Microsystem. Oracle Corporation acquired Sun Microsystem. The initial version of Java was to be built for portable devices and set-top boxes. Nowadays, you can download Java from the official site of Oracle.Java is also an object-oriented programming language. That makes it one of the easy to use programming languages. Java is also a portable programming language and works on WORA (write once run anywhere). It means you can write the Java Program on a specific machine and use it on any platform.

  5. Python Python is the most popular programming language of the 21st century. It is one of the simplest programming languages in the world. That’s why it is becoming the first choice for beginners. Python was invented in the late 1980s by Guido van Rossum in the Netherlands. The implementation of Python was started in December 1989. But the first version of Python (0.9.0) came into existence in February 1999. Python is also a general-purpose programming language. Most of the programmers said that it was derived from ABC programming language.Python is an open-source programming language. It means that there is not any specific owner of Python in the world. An open-source community maintained it. Python is a high-level object-oriented programming language. It is also offering dynamic binding options to the programmers.Th

  6. Python and Java comparison BASED ON CRUCIAL POINTS

  7. PYTHON VS JAVA SPEED When we talk about the speed, Python is not as fast as Java. Because Python offers one of the slowest architectures for the programmers, which makes it a long time process to convert the code into machine language. Therefore it became one of the slowest programming languages to convert the code into the machine language. It converts the source code into machine language at the run time. On the other hand, Java architecture is much more reliable and faster as compared with Python. In Java, the source code is easily converted into the machine language in the compilation time. It saves a lot of time and memory on the computer and provides faster code execution.

  8. PYTHON VS JAVA EASE OF LEARNING Python is the easiest programming language for beginners. It is a dynamically typed programming language. Therefore the syntax of Python is similar to pseudocode or plain english. You need not remember a well-structured syntax for Python. Python community is available in many countries around the world. And there are also many groups for the Python developers. On the other hand, Java is not an easy programming language for beginners. It has one of the most complex syntaxes i.e., quite hard to understand for the beginners. But if you know the C++ programming language, then you will find Java quite more straightforward for you.

  9. PYTHON VS JAVA GAME DEVELOPMENT When we talk about game development with Java or Python. Then both of these programmings are not the best option to create high-end PC games. But we can create some of the low-end games with the help of Java and Python. Apart from that, these languages are also helpful in graphics software. Python offers some of the most powerful engines or frameworks to create games. Some of the most popular are Cocos, Panda3d, and Pygame. On the other hand, in Java, you can use the JMonkeyEngine for game development. It is one of the best and most powerful open source game development engines. You can create some excellent games with the help of this engine. Apart from that, you can also create your own engine with the help of OpenGL in Java.

  10. PYTHON VS JAVA WEB DEVELOPMENT Python offers us the Django and Flask framework for web development. Flask offers us the basic functionality like routing request. While Django is more potent than Flask, it allows you to build a robust backend with efficiency and security. Apart from that, Django also has the ORM layer, which makes it the best framework to deal with databases and perform various data operations. On the other hand, Java offers the Spring framework that is one of the well known Java backend frameworks. It provides a massive ecosystem to the developers. Spring is used by some of the well-known corporations i.e., GE and dell. You can build powerful web applications with the help of this framework.

  11. PYTHON VS JAVA MACHINE LEARNING Python is one of the best options for machine learning. As it allows you to perform various options without the need for complex programming. Most of the AI and machine learning developers are using Python. It offers various libraries and packages for AI and machine learning. It also offers huge ecosystems to develop AI and machine learning applications. On the other hand, Java is also one of the best options for machine learning. The reason is you can easily debug the Python program and use it. The Java programs are widely used to create large-scale and enterprise-level applications. Java is offering various libraries for machine learning and AI. You need not generate the code from scratch to use Java for machine learning.

  12. WHITESPACE In most of the comparisons the whitespace may not be the point to compare. But whitespace plays a crucial role in Python. In python tabs are used for nesting and colon is used to start the loop and conditional blocks. Python code is concise as compared to other programming languages. Sometimes it becomes overwhelming for the programmers to do coding in Python. On the other hand, there is no role of whitespace in Java. Java completely ignores whitespace. It uses the semicolons, parentheses, and braces in its syntax.

  13. PYTHON VS JAVA PERFORMANCE When we talk about the performance of both of these programming languages, then both of them are compiled to bytecode and run in virtual machines. Both of these programming languages are cross-platform. In Python the code compiles at runtime. On the other hand, Java compiles the code in advance. Then distributes the code in the bytecode. That’s why Java is offering better performance over Python. The JVM uses the JIT compilation for all the programs. It means that the entire program is compiled in advance. The main version of Python doesn’t have the capability for advanced compilation, but some new variants of Python are capable of doing so, such as PyPy.

  14. PYTHON VS JAVA ARCHITECTURE In Python architecture, the code converts the bytecode. And then, the bytecode converts into machine code. The machine code stored in another folder. The machine code is not translated at runtime. It means that the bytecode is sent across the Python Virtual Machine. PVM is responsible for running the Python code across various devices. Java architecture is considered one of the most exquisite architectures of any programming language. Java offers a runtime environment to operate the code. In Java, the Java bytecode converts into machine language. The machine language code is compiled at the time of execution.

  15. Python vs java jobs QUALITY ASSURANCE ENGINEER PYTHON FULL STACK DEVELOPER Python jobs PYTHON DEVELOPER DATA SCIENTIST MACHINE LEARNING ENGINEER

  16. Python vs java jobs SOLUTION ARCHITECT DEVOPS ENGINEER Java Jobs SCRUM MASTER BUSINESS ANALYST PROJECT MANAGER

  17. PYTHON VS JAVA DATA SCIENCE Python is one of the most popular programming languages for data science. It is quite helpful to perform various operations in data science. Python is quite helpful in collecting data from multiple data sources. It is quite easy to organize the raw data in the data warehouses with the help of Python. Apart from that, Python is also helpful to store structured and unstructured data in Big data operation. On the other hand, Java is not that popular in the field of data science. But few of the companies are using Java in the big data technologies because of its architecture and features. Apart from that Java is also used to build the custom data warehouses. That’s why the demand for Java developers is increasing at a rapid pace.

  18. Conclusion Both Python and Java are powerful programming languages. Therefore it is hard to pick anyone. But let me help you to choose the best one between Python vs Java for the future. If you want to make a career in machine learning and artificial intelligence, then Python is the better option for you. On the other hand, if you’re going to make a career in web development, then you should go with Java. For the data science field, you can pick either one.

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