This study will investigate TAK-875 in participants with type 2 diabetes mellitus who have been treated with only diet and exercise for at least 12 weeks prior to Screening, who have taken ≤7 days of any antidiabetic agent within the 12 weeks prior to Screening, and whose glycemic control is inadequate.