(This whole installation process works on 64-bit computers alone). Here are the subsequent steps on installation of Anaconda. I prefer Ubuntu, as installation just requires a couple of strong commands and a good network connection. Installing files can be a big major mess sometimes, but Anaconda is a lot more user friendly than you might think. The Anaconda binary is an installer that builds all of these packages and their dependencies in your system.įor more information on Anaconda, visit its official blog: Pandas is a data abstraction layer that exposes a way to merge and transform data.Īnaconda helps us by getting all of these together in one single shot. It aims to provide everything you need (python wise) for data science tasks.Īnaconda is a set of binaries that includes Scipy, Numpy, Pandas along with all their dependencies. A skimpy line to describe Anaconda is this: Anaconda is a python and R distribution. The conda build tool builds packages from source and conda install installs things from built conda packages.Ĭonda is the package manager of Anaconda, the Python distribution provided by Continuum Analytics. Furthermore, we can use Conda for C libraries, R packages, Java packages and so on. How does Anaconda come into the picture?Ĭonda is written entirely in Python which makes it easier to use in Python virtual environments. It works with virtual system environments.Ĭonda is a packaging tool and installer that aims to do more than what pip does: handle library dependencies outside of the Python packages as well as the Python packages themselves.Ĭonda also creates a virtual environment. It works with virtual python environments.Ĭonda is a package manager for any software (installation, upgrade and uninstallation). Pip is a package manager that facilitates installation, upgrade, and uninstallation of python packages. Pip is focused around Python, neglecting non-Python library dependencies, such as HDF5, MKL, LLVM which do not have a setup file in their source code. The next question on the table is: why Conda, all of a sudden? We all know that is a package management system used to install and manage software packages written in Python. It was created for Python programs, but it can package and distribute software for any language. Conda easily creates, saves, loads and switches between environments on your local computer. Conda quickly installs, runs and updates packages and their dependencies. Quoting Conda’s official blog: Conda is an open source package management system and environment management system that runs on Windows, macOS and Linux. ADVERTISEMENT For starters, what is Anaconda all about?īefore probing into what Anaconda really means and what it is about, we will first learn about Conda.
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