Anaconda (Python distribution) and Python (programming language)

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Difference between Anaconda (Python distribution) and Python (programming language)

Anaconda (Python distribution) vs. Python (programming language)

Anaconda is a distribution of the Python and R programming languages for scientific computing (data science, machine learning applications, large-scale data processing, predictive analytics, etc.), that aims to simplify package management and deployment. Python is a high-level, general-purpose programming language.

Command-line interface

A command-line interface (CLI) is a means of interacting with a computer program by inputting lines of text called command-lines.

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Compiler

In computing, a compiler is a computer program that translates computer code written in one programming language (the source language) into another language (the target language).

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Computational science

Computational science, also known as scientific computing, technical computing or scientific computation (SC), is a division of science that uses advanced computing capabilities to understand and solve complex physical problems.

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Graphical user interface

A graphical user interface, or GUI, is a form of user interface that allows users to interact with electronic devices through graphical icons and visual indicators such as secondary notation.

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Linux

Linux is both an open-source Unix-like kernel and a generic name for a family of open-source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991, by Linus Torvalds.

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Machine learning

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data and thus perform tasks without explicit instructions.

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MacOS

macOS, originally Mac OS X, previously shortened as OS X, is an operating system developed and marketed by Apple since 2001.

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Microsoft Windows

Microsoft Windows is a product line of proprietary graphical operating systems developed and marketed by Microsoft.

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NumPy

NumPy (pronounced) is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

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Package manager

A package manager or package-management system is a collection of software tools that automates the process of installing, upgrading, configuring, and removing computer programs for a computer in a consistent manner.

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Pip (package manager)

pip (also known by Python 3's alias pip3) is a package-management system written in Python and is used to install and manage software packages.

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Programming language

A programming language is a system of notation for writing computer programs.

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Python Package Index

The Python Package Index, abbreviated as PyPI and also known as the Cheese Shop (a reference to the Monty Python's Flying Circus sketch "Cheese Shop"), is the official third-party software repository for Python.

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TensorFlow

TensorFlow is a free and open-source software library for machine learning and artificial intelligence.

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