PYTHON and R


 A newcomer to the vernacular, Python, is an easy-to-read language and is a dynamic, universally handy language.Originaly designed by Guido van Rossum. Although it is known as a back-end language, it can do whatever you want. Designed to be purposeful, straightforward, and above all fun, this is one of the most popular among designers in all aspects of business and is the main language of 'novice' to learn. It is flexible and amazingly wonderful and has a bright future.

Application of Python:-

 

1.Software Development

           Popular applications like Google, Netflix, and Reddit all use Python.It Also Use in Growing Technologies As ML and AI Which Makes Pytho Popular choice for SD.

Features:-

  • Inbuilt libraries and frameworks
  • Platform independent
  • High compatibility
  • code reusability and readability

 

2.Data Science

Data science involves Manipulation on Data such as data collection, data sorting, data analysis, and data visualization.Python having Functionality to work on Statistics and complex Mathematical Calculations.

There are some Built-in Lib Provided By python

  • TensorFlow.
  • Pandas.
  • Socket Learning.

This Lib gives Fine Tunning for Data-Models,Preprocessing and Performing Analysis On Complex Data.

 3.Machine Learning and Artificial Intelligence

AI & ML Are Popular and Hot Subject Now a days,

Python Can Help To Develop AI And ML algorithms By Providing Builtin Lib.

so that It makes Simple And Readble Code for developers to write Complex Alogs In easier Way.

There are some Built-in Lib Provided By python For AI & ML

  • Numpy(For Analysis Of complex Data)
  • Keras(Used For ML)
  • Scipy
  • Seaborn(Used For Data Visualization)

 

4.Web Development

   Web Development Is One of The Astonishing Application of Python. The Built-In Lib of Python make WD Completly Effortless .There are some frameworks of Python For Web Development Comes with Python

  • Django.
  • Flask.
  • Bottle.

It Provides Fast Development Process,Enhancing Security,And Amazing Visualization.

 

5. Web Scraping Application

Web scraping is an automated process used to extract information from websites in an easier and faster way.The information is used by researchers, organizations, and analysts for a wide variety of tasks.

For Efficent Scraping Process Python Provide Lib Such as Selenium,Pandas,Matplotlib.

 

 To Download Python on Windows/Linux/mac Os:-

https://www.python.org/downloads/

 To Download Python Ide

1) Pycharm- https://www.jetbrains.com/pycharm/download/

      2) Spyde- https://www.spyder-ide.org/

3)   Thonny- https://thonny.org/



R is a programming language and software environment for statistical analysis, graphics representation and reporting. R was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand, and is currently developed by the R Development Core Team.

The core of R is an interpreted computer language which allows branching and looping as well as modular programming using functions. R allows integration with the procedures written in the C, C++, .Net, Python or FORTRAN languages for efficiency.

R is freely available under the GNU General Public License, and pre-compiled binary versions are provided for various operating systems like Linux, Windows and Mac.

R is free software distributed under a GNU-style copy left, and an official part of the GNU project called GNU S.

There are companies Which are use R for machine learning products as it can build statistical data handling products and computational tools which can create data manipulated services.


There are companies Which are use R for machine learning products as it can build statistical data handling products and computational tools which can create data manipulated services.

There are various IT companies that use R such as:

· IBM.

· Paytm.

· Wipro.

· Accenture.

· Infosys.

· Tata Consultancy Services.

· Microsoft.

· Google.

 

Application of R Language:-

 

1)E-Commerce.

The companies of E-Commerce use R to enhance the experiences of users on their website and for finance and marketing purposes. With the help of R,they can enhance cross-product selling as if a client buys a product from their site, it will suggest some additional products as per their original purchases. These suggestions are also benefited to past customers too. The online-based companies collect and process the unstructured and structured data with varying sources. Here, R plays an important role and it is used for targeted advertising, financial data processing, market-strategies, and sales modeling.

 

2) Social Media

Social media companies such as Facebook use the R programming language to analyze various behaviors and sentiments. On Basis of user History and Mood of recent post & Seen content   the ads can be adjusted for the users.

So that The Marketing And Sales of Product Will Increse And It Helps to Profit.

 To Download R:-

 

 


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