programming

Data science workflows are notoriously unforgiving; if your machine can’t handle large-scale data cleaning or complex model training without throttling, your productivity vanishes. I have spent the last six months benchmarking top-tier ultrabooks and workstations against heavy Python scripts, parallel processing tasks, and massive SQL queries to see which rigs actually hold up under load….