ai in networking

A Bash-first, laptop-ready guide for Linux admins to apply lightweight AI to networking: three hands-on case studies using TShark, tc, awk, jq, and scikit-learn—rapid DDoS anomaly detection via Isolation Forest, self-tuning QoS with tc and RTT probes, and DNS tunneling detection via query entropy—plus apt/dnf/zypper installs, copy-paste scripts, and ops tips for automation, safety, and observability.