Advanced Linux AI Development & Containerization

Advanced APT Usage#

# Update package database

sudo apt update

# Show package information

apt show python3-pip

# Search for packages

apt search "machine learning"

# List installed packages

apt list --installed | grep python

# Remove packages completely

sudo apt purge package-name
sudo apt autoremove

Essential AI Development Packages#

# System dependencies for AI development

sudo apt install -y \
build-essential \
software-properties-common \
python3-dev \
python3-pip \
python3-venv \
libblas-dev \
liblapack-dev \
libatlas-base-dev \
gfortran \
libhdf5-dev \
libssl-dev \
libffi-dev \
libjpeg-dev \
libpng-dev \
libfreetype6-dev \
pkg-config

# Additional utilities

sudo apt install -y \
htop \
btop \
ncdu \
tree \
jq \
tmux \
screen \
neofetch \
speedtest-cli