Learn more about computerscience with this collection
Understanding machine learning models
Improving data analysis and decision-making
How Google uses logic in machine learning
R
- R is also is an open-source programming language.
- It's optimised for statistical analysis and data visualisation.
- R has a rich ecosystem with complex data models and practical tools for data reporting.
- R is popular among data science scholars and researchers.
- R provides various libraries and tools for cleansing and prepping data, creating visualisations, and training and evaluating machine learning and deep learning algorithms.
- R is used within RStudio.
- R applications can be used directly on the web via Shiny.
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Python
- Python is a general-purpose, object-oriented programming language.
- It emphasises code readability by using white space.
- It is easy to learn.
- It is a f...
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102 reads
The main difference between R and Python
They approach data science differently:
- R is used for statistical analysis.
- Python provides a more general approach to data.
- R is built by statisticians and leans heavily into statistical model...
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Python vs. R: which one to choose
The language to choose depends on your situation.
Points to consider:
- Do you have programming experience? Python has a learning curve that's linear and smooth. With R, novices can Run data analysis tasks in minutes, but it takes longer to de...
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Other key differences
Data collection
- Python supports all kinds of data formats.
- R is designed for data analysts to import data from Excel, CSV and text files.
Data exploration
- In Python, you ...
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The main difference between R and Python
They approach data science differently:
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- Python provides a more general approach to data.
- R is built by statisticians and leans heavily into statistical model...
Machine learning for autonomous cars
Currently, there is no widely accepted and agreed basis for ensuring that the machine learning algorithms used in the vehicles are safe.
Autonomous vehicles will use artificial intelligence and machine learning to process the data collected from its sensors to help make de...
Python
Python is a general purpose language that you can find almost anywhere today.
You’ll find it in web applications, desktop Apps, network Servers, machine learning, media tools and more. It’s used by big players like NASA or Google,
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