Beginners often make mistakes such as not closing tags, using inline styles instead of separating content and presentation, overlooking web standards and accessibility practices, and not testing their site on different browsers and devices. Overusing div elements instead of semantic HTML5 elements is another common error that can lead to poor structure and accessibility.