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Conda: essential concepts and tricks

Towards Data Science

In this blog post, I will describe what conda is, and how to use it effectively, whether it is the first time you look at it or you are a seasoned user. While in the latter case many things will be…

Getting Started with Conda

Towards Data Science

Conda is an open source package and environment management system for data science and machine learning projects that runs on Windows, Mac OS and Linux.

The Definitive Guide to Conda Environments

Towards Data Science

Conda environments are like cousins of Python’s virtual environments. Both serve to help manage dependencies and isolate projects, and they function in a similar way, with one key distinction: conda…

Conda + Google Colab

Towards Data Science

Conda is the recommended environment and package management solution for a number of popular data science tools including Pandas, Scikit-Learn, PyTorch, NVIDIA Rapids and many others. Conda also…

How to deal with Conda Environments

Analytics Vidhya

Anaconda Navigator & Anaconda Prompt conda create --name conda activate conda deactivate conda create --clone --name conda env remove --name

Introducing Conda Environments

Python in Plain English

Anaconda is a free distribution of the Python programming language. As the most popular Python distribution platform, it has over 30 million users worldwide. Anaconda makes it easy to install Python, ...

Introduction to Conda virtual environments

Towards Data Science

Reproducibility is an important characteristic of a good data science project. Many factors from setting random seeds, data versioning to using virtual environments can help improve the…

Conda Development Environment for Python

Python in Plain English

Conda is an open-source package management and environment management system that can be used to create different, isolated coding environments. With Conda, you can create separate environments for sp...

Using conda on an M1 Mac

Towards Data Science

If you recently bought or got a new M1 Mac from work and you are using Python to develop or work on data science projects you probably already wasted some hours trying to get some packages to run. I…

From soup to nuts guide for setting up a conda environment

Towards Data Science

Hello! Conda is one of the most popular tools at data science community, and yet, it can be confusing to understand the steps and the cost of implementing that step, as there is hardly a single place…...

13 Conda Commands for Data Scientists

Towards Data Science

Conda is the most common tool to create a virtual environment and manage packages for data scientists using Python. Unfortunately, it's not easy to find the most useful commands for using conda and pi...

Understand Conda and Pip

Analytics Vidhya

Conda and pip are too identical yet are too different. Although, some of the functionality of these two tools overlap, but they were designed for different purposes. Pip is the Python Packaging…