Can you explain what Jupyter is and what tasks it is used for?

Jupyter is an interactive environment for developing and running code, which is especially popular in data analysis, machine learning, and scientific research. It allows creating and sharing documents containing live code, equations, visualizations, and textual explanations.

Main tasks of using Jupyter:

• Data analysis and visualization.
• Prototyping and testing algorithms.
• Training and presenting results.
• Collaborative work on projects with the ability to document code.

Jupyter supports many programming languages, including Python, R, and Julia, making it a versatile tool for researchers and developers.