We need more than just data analysis techniques to solve the wide variety of issues in big data: we also need to utilize databases, cloud computing, security methodologies, and other related technologies along with domain-specific expertise. At the Machine Learning and Data Science Center, we are solving issues in big data by taking a multidisciplinary approach to implementing an advanced and scientifically tested big data analysis framework based on machine learning through close collaboration with specialists from diverse fields.