The Dot Com Bubble was a late '90s phenomenon marked by a surge in investment in internet-based companies, despite many having minimal profits. By 2000, overvaluation led to a crash, devastating tech stocks. This highlighted the peril of speculative investing and the importance of sound fundamentals in valuing companies.