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mrdbourke / m1-ml-setup.md
Created November 27, 2021 03:11
Setting up a data science and machine learning environment with TensorFlow on M1, M1 Pro, M1 Max.

How to setup a TensorFlow environment on M1, M1 Pro, M1 Max using Miniforge

You: have a new M1, M1 Pro, M1 Max machine and would like to get started doing machine learning and data science on it.

This page: goes through a list of steps to install package managers and common machine learning and data science packages (software) on your machine and make sure they run using sample code.

Steps

  1. Download and install Homebrew from https://brew.sh. Follow the steps it prompts you to go through after installed.
  2. Download Miniforge3 (Conda installer) for macOS arm64 chips (M1, M1 Pro, M1 Max).