Summary
Anaconda is a free and easy-to-use environment for scientific Python that can be used to set up a machine learning development environment.
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To do so, one must first download and install Anaconda
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, then update Anaconda
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, and finally install CUDA Toolkit and cuDNN.
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Additionally, one must create a Nvidia Developer Account to install the Toolkit and CudNN
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, and create an environment for the installation of Tensorflow and PyTorch.
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According to
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Summary
This tutorial provides step-by-step instructions on how to set up a Python machine learning development environment using Anaconda, a free and easy-to-use environment for scientific Python. It covers the download and installation of Anaconda, the start and update of Anaconda, the update scikit-learn library, and the installation of deep learning libraries. Finally, it provides tips on how to use Anaconda to create a machine learning cluster and use Keras for deep learning.
How to Setup Your Python Environment for Machine Learning with Anaconda
machinelearningmastery.com
Anaconda comes with a graphical installation application for Windows , so getting a good install means using a wizard, as you would for any other installation. The following procedure should work…
How to Use Anaconda for Machine Learning - dummies
dummies.com
Summary
Download Anaconda. In this step, we will download the Anaconda Python package for your platform. Anaconda is a free and easy-to-use environment for scientific Python.
Install Anaconda. In this step, we will install the Anaconda Python software on your system. Installation is very easy and quick once you download the setup.
Update Anaconda. Open Anaconda Prompt to type the following command(s). Don’t worry Anaconda Prompt works the same as cmd. conda update conda. conda update --all.
Install CUDA Toolkit & cuDNN. Install CUDA Toolkit 9.0 or 8.0 Download. Choose your version depending on your Operating System and GPU. #Version Support: Here is a guide to check that if your version supports your Nvidia Graphic Card.
Setup a Python Environment for Machine Learning and Deep Learning
towardsdatascience.com
Summary
Download Anaconda. In this step, we will download the Anaconda Python package for your platform. Anaconda is a free and easy-to-use environment for scientific Python.
Install Anaconda. In this step, we will install the Anaconda Python software on your system. Installation is very easy and quick once you download the setup.
Update Anaconda. Open Anaconda Prompt to type the following command(s). Don’t worry Anaconda Prompt works the same as cmd. conda update conda. conda update --all.
Install CUDA Toolkit & cuDNN. Install CUDA Toolkit 9.0 or 8.0 Download. Choose your version depending on your Operating System and GPU. #Version Support: Here is a guide to check that if your version supports your Nvidia Graphic Card.
Setting up your Windows 10 PC for ML/Deep Learning - Medium
medium.com
Edition is the easiest way to perform Python/R data science and machine learning on a ... Search our cloud-based repository to find and install over 7,500 ...
Anaconda | Individual Edition
anaconda.com