statistics

Cut through AI hype with a Linux-first, terminal-driven roadmap that takes you from zero to runnable models using bash, git, and Python. Prep your box, learn data tooling, build classical ML with scikit-learn, step into PyTorch/TensorFlow (CPU ok), and lock down reproducibility with venv, requirements, Makefiles, and DVC, plus mini-projects and troubleshooting to ship fast.

Learn to monitor and optimize disk I/O on Linux with `iotstat`. This guide offers detailed insights on installation across Linux distributions and practical tips for using `iotstat` to analyze disk activity and enhance system performance efficiently. Perfect for database and file server environments.

"Dstat is an advanced Linux tool for system monitoring that provides detailed, real-time statistics on CPU, disk activity, networking, and more. It combines features from `vmstat`, `iostat`, `ifstat` to display easily digestible data. The blog reveals installation methods for various Linux distributions and how dstat helps in performance analysis by allowing data exportation to CSV format, aiding system administrators and users in troubleshooting.