Combinatorics and graph theory are important branches of mathematics that have broad applications in various fields, including machine learning and cryptography. Both provide powerful tools and concepts for understanding and addressing the complex problems that arise in this domain. Combinatorics involves the study of permutations, combinations and computations of various forms of discrete structures. This helps us understand how many ways there are possible to arrange or select objects in a given set. These concepts have practical applications in solving optimization, sorting, and selection problems, which often arise in the context of machine learning and cryptography. Combinatorics involves the study of permutations, combinations and computations of various forms of discrete structures. This helps us understand how many ways there are possible to arrange or select objects in a given set. These concepts have practical applications in solving optimization, sorting, and selection problems, which often arise in the context of machine learning and cryptography.

This Focus Group Discussion (FGD) discusses the applications of combinatorics and graph theory in machine learning and cryptography. This FGD had three speakers, namely Professor Drs., Dafik, M.Sc., Ph.D., Dr. Ika Hesti Agustin, S.Si., M.Sc., and Zainur Rasyid Ridlo S.Pd. M.Pd. In his remarks Prof. Dafik said that machine learning is an aspect that cannot be separated from everyday life. Various disciplines can be applied to machine learning, such as graph theory and cryptography. Therefore it is important to know this application to increase our knowledge in today's sophisticated era. Prof. Dafik in this FGD presented material regarding the use of graph theory in agriculture. Then machine learning is used to predict future agricultural data. Meanwhile Dr. In this FGD, Ika conveyed the application of graph theory to securing biometric data. The last resource person, Zainur, conveyed about the use of IoT (Internet of Things) to support smart agricultural systems.

This webinar also available on youtube with this link: (241) Focus Group Discussion - YouTube