PublicationsPublications

The importance of DX is ever more relevant nowadays, and many companies are considering the introduction of AI to improve their operations. However, utilizing AI in a truly effective manner for the business is not easy. Kenshin Fujiwara, CEO of HACARUS, has helped solve various companies’ problems through the provision of AI solutions since HACARUS’ founding in 2014. Fujiwara proposes “Next-generation AI utilization techniques” based on the multifaceted issues facing modern companies based on his years of experience in the field.

This book introduces Sparse Modeling technology, which is attracting attention as one of the methods of data analysis, by explaining the principle and how to apply it to actual data without using complicated mathematical formulas. Thanks to the explanations and Python code examples by HACARUS’ data scientists, who have contributed to solving various corporate problems by utilizing Sparse Modeling, you will be able to get an idea of where Sparse Modeling technology can be effective and how to actually use it.