The International Workshop on Machine Learning Applications (MLA'2020) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Machine Learning. The workshop aims to disseminate novel ideas, latest technology trends, research developments, and practical applications in the area of machine learning (ML) and its applications. Original and high quality papers related to this theme are solicited, including theories, analysis, applications, and experiments. The MLA'2020 is an opportunity to exchange ideas and build up partnerships and collaborations between experienced researchers and practitioners from several universities, research institutes, and industries. The MLA'2020 workshop will be held at the Cadi Ayaad University, Faculty of Science and Techniques of Marrakech, Morocco on March 31, 2020.