5 Best Programming Language for Machine Learning
Machine Learning is a subset of Artificial Intelligence. In other words, Machine learning is writing code for machines to make decisions based on pre-defined algorithms on provided datasets.
Here, I am sharing the Top 5 programming language that will help in Machine Learning Development.
1. Python
Python is the most programming language in some times. Python is very popular in machine learning programming. It is a dynamic programming language & based on object-oriented (ooPs) concepts. It is the first language that supports machine learning with different libraries & tools. Python is the first choice of Machine Learning Developers.
2. C++
C++ is the oldest popular language. It is totally based on oops concept. Many machine learning platforms support c++ including TensorFlow. TensorFlow’s C++ API provides for constructing & executing a data flow language.
C++ Features
Machine Independent or Portable.
Mid-level programming language.
Structured programming language.
Rich Library.
Memory Management.
Fast Speed.
Pointers.
Top 10 Most in Demand Programming Languages of the Future 2020
3. Java & JavaScript
Java is the most programming language. Java is developed by James Gosling at Sun microsystem. For more information, it is acquired by Oracle. There are 9 million Java developers in the world. Javascript is also a popular Web scripting language. There are many ML libraries & frameworks, tools support.
4. C#
C# language was developed by Anders Hejisberg at Microsoft in 2000. C# can be used for machine learning applications via a .NET Core machine learning platform, ML.NET. ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.
Features of C# language:
- Simple & Modern, Flexible
- Easy to code
- Open source programming language
- Object-Oriented language like C, C++
5. R
R is an array-based Language. This language is developed in 1993. But it has become most popular in recent times. It is mostly used by Data Scientists & statistical Engineers. R supports Linux, OSX & window OS system.
Features of the R Language:
- Object-Oriented Language
- Support functional & procedural language.
- Easy programme code
- Support ML development libraries & tools
Sum Up:
Machine Learning is a growing & fastest area in Computer science. Many programming languages support machine learning frameworks & libraries. I highly recommend Python Language to develop an application in machine learning development. Other languages you can follow like Java, R, C# and more.