In recent years, Artificial Intelligence (AI) systems and algorithms have become a potential tool for automating wide range of tasks in various fields such as healthcare, engineering, gaming, automobiles, education etc. However, most of the existing algorithms faces significant challenges, as they lack required knowledge to solve computational complexities and sometimes return with inaccurate and simple solutions. To address these problems, Multi-Strategy Learning (MSL) environment is preferred in recent times. MSL is focused with on the research and development of new learning techniques and systems that combine several inferential and/or representational strategies in solving the assigned learning task. The integration of different learning strategies helps to gain more knowledge from the input information available to the learner. This International Conference on Multi-Strategy Learning Environment 2024 serves as the platform for the academicians, researchers and industrialists in the field of Machine Learning, Deep learning etc. to discuss about the integration of Multi-Strategy Learning Environment to enhance the computational process. The primary objective of this conference event is to explore combinations of several different learning methods for the same goal – Enabling automation in almost all the emerging fields.