Manoj
Is it easy to learn R language and python
I need to learn R language and python #tech #coding #programming #programmer
8 answers
José Padrón
José’s Answer
The colleague below Layne has provided you with several good sources to learn both R and Python languages. I will focus on adding value to your question focusing on the link between both languages to the professional field. For example, the main languages that are used most frequently to make artificial intelligence projects are Python and R. Python is one of the most used due to its simplicity. R is an environment and programming language with a focus on statistical analysis. Maybe, if you need to learn R and Python, you are likely to want to project yourself or perform as a Data Analysts or Data scientists. Data analysts need to have a baseline understanding of five core competencies: programming, statistics, machine learning, data munging, and data visualization. Whereas a data analyst might look at data from only a single source, a data scientist explores data from many different sources. Data scientists use tools like Hadoop (the most widely used framework for distributed file system processing), they use programming languages like Python and R, and they apply the practices of advanced math and statistics. Udacity, Coursera and edX, three excellent platforms in MOOCs to learn these programming languages.
José recommends the following next steps:
Nishi Bhonsle
Nishi’s Answer
Tons of youtube material for beginner to intermediate on learning both languages. Python is definitely simpler
Carlos Rodriguez-Munoz
Carlos’s Answer
To learn Python:
- Python for Everybody by Charles Severence is an awesome course, many universities use this to teach students. You can also take this through freecodecamp to get a certificate at the end! Also it is totally FREE! https://www.py4e.com/
- DataCamp is an awesome and fun way to learn Python. With a built in IDE, this is one of the easiest resources to use. But this one, you have to pay for :( https://www.datacamp.com/
- YouTube. Tons of free and awesome videos on here. Look up freecodecamp!
To learn R:
- DataCamp also has an extensive R course! https://www.datacamp.com/
- YouTube
Aravind Raj Ravichandran
Aravind Raj’s Answer
Sheetal Gandhi
Sheetal’s Answer
Yes. You can use www.w3schools.com for basic
James Constantine Frangos
James Constantine’s Answer
Are you wondering if R language and Python are easy to grasp?
Both R language and Python are prominent programming languages, particularly in data analysis and machine learning. The simplicity of mastering these languages hinges on several elements, such as your prior programming knowledge, your chosen specialty area, and the learning resources at your disposal.
R Language:
R is a language and environment designed for statistical computing and graphics. It's extensively used for statistical analysis, data visualization, and machine learning. R may pose a challenge for beginners with no programming background due to its steep learning curve. However, if you're familiar with other programming languages like C++ or Java, you may find R less daunting. R boasts a large community and countless packages, making it a top pick for data analysis tasks. Numerous online resources are available to help you learn R, including books, tutorials, videos, and MOOCs.
Here's a roadmap for learning R:
Begin with R syntax basics and data structures.
Master data manipulation using the dplyr and tidyr packages.
Hone your data visualization skills with the ggplot2 package.
Dive into statistical modeling using the lm() function and other advanced packages like caret or mlr.
Engage with online communities such as Stack Overflow or RStudio Community for queries and assistance.
Python:
Python is a versatile programming language used in diverse fields like web development, automation, game development, and data science. Its syntax is simpler than R's, making it more beginner-friendly. Python also has a large community and comprehensive libraries like NumPy, Pandas, Matplotlib, and Scikit-learn, making it a top choice for data analysis tasks. Numerous online resources are available to help you learn Python, including books, tutorials, videos, and MOOCs.
Here's a roadmap for learning Python:
Start with the basics of Python syntax and data structures.
Master data manipulation using the Pandas library.
Hone your data visualization skills with Matplotlib or Seaborn libraries.
Dive into machine learning algorithms using the Scikit-learn library.
Engage with online communities such as Stack Overflow or Python Discord Server for queries and assistance.
In conclusion, both R language and Python have their pros and cons when it comes to learning ease. If you have prior programming experience and wish to focus on statistical analysis tasks, R may be more suitable. However, if you're a beginner with no programming background or wish to work on a variety of projects beyond data analysis, Python may be a better fit. The best way to determine which language is easier for you is to try both and see which one aligns better with your needs.
May God bless you!
James Constantine.
Layne Berg
Layne’s Answer
Hi Majon,
Both Python and R are fairly quick to pick. Python is much more generalized and has broad adoption as a programming language. R (and Shiny for UI) is focused on statistically analysis which can lead to a strong career in data science or analysis.
Layne recommends the following next steps:
Vidhi Agrawal
Vidhi’s Answer
So may it be R, python or any other language you can refer different sites the best is Udemy where you can find different courses from different instructors.
In order to get deep knowledge I would say you should do hands-on practice, like by developing some simple game by following the syntax on Google. Practicing by developing some application will boost your confidence in coding as well as you will be then able to solve real life problems with your code.
R is basically used for data science and the language is very easy, its the high level programming language so the syntax is english.
Say for example you want to print something on screen you just need to do:
print("Hello!")
Yes its that simple :)
Same is with Python.
So, I would say it again, learning a programming language is easy, but building logic is difficult, so practice developing applications, try to automate manual work.
Best Luck!