The document discusses frequent mistakes in HTML and CSS, including not initializing tags, using inline styling, and bypassing CSS for HTML formatting. It emphasizes the importance of using semantic tags, reducing the number of tags, and declaring generic font families. Additionally, it advises against using pixels for font sizes and neglecting alternative text for images.