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Installation

Update the software.

sudo apt update && sudo apt upgrade -y

Install python and pip (python package manager).

sudo apt install python3.8 python3-pip

Install virtualenv (python environments manager).

pip3 install virtualenv && source ~/.profile

Clone the repository and cd into it.

git clone https://github.com/mrguseinov-python/machine-learning.git && cd machine-learning

Create a new virtual environment and activate it.

virtualenv venv && source venv/bin/activate

Install the required packages.

pip install -r requirements.txt

Usage

Activate the virtual environment if it's not active.

source venv/bin/activate

Start the jupyter lab.

jupyter lab

And open mnist.ipynb.

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Build a neural network that classifies handwritten digits using TensorFlow.

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