Why Python is best for machine learning?

Why Python is best for machine learning?

Hi,

I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn:

Why Python is best for machine learning?

Try to provide me good examples or tutorials links so that I can learn the topic "Why Python is best for machine learning?". Also tell me which is the good training courses in Machine Learning, Artificial Intelligence and Data Science for beginners.

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September 30, 2020 at 3:05 AM

Hi,

There are many programming language and you will find some type of machine learning in almost all programming languages. For example you will find Machine learning support in Java, .NET, C, C++ and even in JavaScript. So, why Python is is considered to be best language for machine learning? In this post I will give you some of the reasons of popularity of Python a machine learning programming language.

Why Python is best for machine learning?

Following are the major reasons for the popularity of Python for Machine Learning.

  • Python is easy to learn programming language
  • Python can be learned in one or two weeks, while other programming languages takes months to learn
  • Python is very old and highly matured programming language and it comes with thousands of programming modules.
  • Python is support by large number of developers around the world and it is high chance that you will find help on internet in case you stuck at some point of time
  • Python comes with the support for Big Data, Data Analytics and Machine learning.

Why Python for machine learning?

Python is easy to learn programming language which comes with large number of Machine learning Libraries which makes development of Machine learning model much easier.

Most of the time if you search the Internet for for some of you Machine learning programming technical help you will find the documentation and code already written by other developers. You can easily learn and adapt the already available code for your project.

All theses makes Machine learning programming a fund in Python. Python comes with following machine learning libraries:

  • Keras, TensorFlow, and Scikit-learn - Which is core for machine learning and comes with many pre-implemented models which you can use for your machine learning project.

  • NumPy - If you are looking for high-performance scientific computing then this library is for you. It also come with the data analysis features.

  • SciPy is another machine learning library for advanced computing in the field of machine learning and data science.

  • Pandas - The Pandas Python libraries are used by Data Scientists for general-purpose data analysis

  • Seaborn - Data visualization is integral part of Machine learning work and Seaborn Python library is used by Data Scientists for data visualization in their project.

You may explore more at:

Thanks


October 1, 2020 at 5:53 PM

HI,

Do you want to learn Python from beginning? Check following section:

Thanks









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