### Install Python3

```bash
apt install -y software-properties-common

apt-get update -y; apt upgrade -y

add-apt-repository -y ppa:deadsnakes/ppa

apt-get update && apt-cache search python3.1

apt-get install python3.11 -y

ln -s /usr/bin/python3.11 /usr/bin/python

python --version
# https://serverspace.io/support/help/install-python-latest-version-on-ubuntu-20-04/
```

### Install pip3

```bash
# 
sudo apt-get -y install python3-pip
# https://www.educative.io/answers/installing-pip3-in-ubuntu
```

### Install miniconda

```bash
# download Miniconda3-latest-Linux-x86_64.sh in GitHub releases
sh ./Miniconda3-latest-Linux-x86_64.sh 
```