Learn more about computerscience with this collection
Understanding machine learning models
Improving data analysis and decision-making
How Google uses logic in machine learning
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 favourite of programmers and developers.
- Python is very well suited for use in machine learning at a large scale.
- Its suite of specialised deep learning and machine learning libraries includes tools like scikit-learn, Keras and TensorFlow. It enables data scientists to develop sophisticated data models that plug directly into a production system.
23
102 reads
MORE IDEAS ON THIS
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 mode...
22
63 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...
26
167 reads
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...
22
64 reads
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 ...
21
77 reads
CURATED FROM
CURATED BY
Related collections
More like this
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...
Python data processing with pandas
Pandas is a Python language package, which is used for data processing. This is a very common basic programming library when we use Python language for machine learning programming. This article is an introductory tutorial to it. Pandas provide fast, flexible and expressive data structures with t...
Read & Learn
20x Faster
without
deepstash
with
deepstash
with
deepstash
Access to 200,000+ ideas
—
Access to the mobile app
—
Unlimited idea saving & library
—
—
Unlimited history
—
—
Unlimited listening to ideas
—
—
Downloading & offline access
—
—
Personalized recommendations
—
—
Supercharge your mind with one idea per day
Enter your email and spend 1 minute every day to learn something new.
I agree to receive email updates