The presentation by Marjuk Ahmed Siddiki covers the basics of discrete mathematics and introduces trees as a specific type of undirected graph. Key concepts explained include nodes, edges, root, leaf nodes, depth, height, and relationships such as parent, children, and siblings within tree structures. Furthermore, it discusses various types of trees such as m-ary trees and binary trees.