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How-to-build-Python-Data-Science-Docker-container-based-on-Anaconda

How to build Anaconda Python Data Science Docker container

In this article, we’ll build a Docker container for Machine Learning (ML) development environment. This image is quite useful if you’re developing ML models or you need a pre-configured Jupyter notebook with some of the most useful libraries. Recently we published an article Quick And Simple Introduction to Kubernetes Helm Charts in 10 minutes, where you …

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How to run Jupiter, Keras, Tensorflow and other ML libs in Docker

How to run Jupiter, Keras, Tensorflow, and other ML libs in Docker

In this article, we’ll continue Docker related article series and show how to create an Ubuntu 20.04 LTS based Docker container for Machine Learning. We’ll install to the environment: Python 3, Jupyter, Keras, Tensorflow, TensorBoard, Pandas, Sklearn, Matplotlib, Seaborn, pyyaml, h5py. Prepare your personal ML environment in 3 minutes, excluding Docker image building time! Update …

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