WSL Linux Development Fundamentals

Essential Command-Line Tools#

• bash/zsh: Advanced shell scripting
• git: Version control for AI projects
• docker: Containerization for reproducible environments
• tmux/screen: Managing long-running training sessions
• vim/nano: Efficient text editing
• ssh: Remote server management

AI-Specific Linux Tools#

• nvidia-smi: GPU monitoring and management
• htop: System resource monitoring
• curl/wget: Data download and API testing
• grep/awk/sed: Log analysis and data processing
• cron: Automated model training and deployment

Development Environment#

• conda/pip: Python package management
• poetry: Modern Python dependency management
• pyenv: Python version management
• jupyter: Interactive development and experimentation
• tensorboard: Training visualization