The International Conference on Machine Learning, Computer Software and Applications (ICMLCSA) serves as a global platform for researchers, academicians, and industry professionals to present research findings, share innovations, and discuss recent advancements in machine learning, software engineering, and practical applications. Scheduled to be held on 15th - 16th Feb 2026 in Thrissur,India, ICMLCSA aims to foster knowledge exchange and collaboration while exploring emerging trends in intelligent systems, software development, and technology-driven solutions. The conference seeks to support innovation, encourage interdisciplinary dialogue, and contribute to the continued advancement of machine learning technologies and modern software practices across industries.