Monocots and dicots are classified based on the number of seed leaves, with monocots having one and dicots having two. They differ in various structural aspects including leaf vein patterns, floral parts, and root systems. Additionally, the document discusses the vascular tissue organization in stems and roots, explaining how water and nutrients are transported within plants.