Why Python is the preferred language for Machine Learning?

Machine Learning is simply making a computer perform a task without explicitly programming it. In today’s world every system that does well has a machine learning algorithm at its heart. Take for example Google Search engine, Amazon Product recommendations, LinkedIn, Facebook etc, all these systems have machine learning algorithms embedded in their systems in one form or the other. They are efficiently utilising data collected from various channels which helps them get a bigger picture of what they are doing and what they should do.

Python is a widely used high-level programming language for general-purpose programming. Apart from being open source programming language, python is a great object-oriented, interpreted, and interactive programming language. Python combines remarkable power with very clear syntax. It has modules, classes, exceptions, very high level dynamic data types, and dynamic typing. There are interfaces to many system calls and libraries, as well as to various windowing systems. New built-in modules are easily written in C or C++ (or other languages, depending on the chosen implementation). Python is also usable as an extension language for applications written in other languages that need easy-to-use scripting or automation interfaces.

 

Python is widely considered as the preferred language for teaching and learning Ml (Machine Learning). Few simple reasons are:

>It’s simple to learn. As compared to c, c++ and Java the syntax is simpler and Python also consists of a lot of code libraries for ease of use.

>Though it is slower than some of the other languages, the data handling capacity is great.

>Open Source! – Python along with R is gaining momentum and popularity in the Analytics domain since both of these languages are open source.

>Capability of interacting with almost all the third party languages and platforms.

You can take a look at the webinar by our Expert on Python for Machine Learning

IVY is ranked in the top 10 institutes for Big data and Analytics schools in the country (Analytics India magazine, 2014 ranking). We are the official training partners of companies like Cap Gemini, Genpact, HSBC, Cognizant, eBay/PayPal etc. and more than 60 Analytics companies recruit from us. Our prized faculty are associated with esteemed organizations like ISI, IIM’s IIT and US universities. Machine Learning with Python Certification course provides learners the best combination of theory and practical aspects of machine learning along with relevant case studies, making it a crisp and hands-on programme.

Do visit Introduction to Machine Learning with Python to get a better view of the basics of Machine Learning.

Sources:-

  1. http://ivyproschool.com/
  2. https://discuss.analyticsvidhya.com/
  3. https://en.wikipedia.org/wiki/Machine_learning
  4. Google
  5. https://wiki.python.org/moin/
  6. http://www.discoversdk.com/blog/machine-learning-with-python