The 'Algorithms for Beginners' course at Edukite covers essential elements of computer algorithms, including algorithm descriptions in pseudo-code and their analysis. It encompasses topics like sorting algorithms, dynamic programming, and graph theory, with assessments based on written assignments. Although the course is free, certification can be obtained for a fee upon completion of the assignments.