The researchers have partnered with 5 community-based organizations and 2 clinics, each of whom will recruit 60 elder participants to be randomized into either the intervention (CBT+exercise) or control (enhanced usual care) groups. Each participant randomized into the intervention group will receive 10 sessions of individual CBT for depression and anxiety (Positive Minds), using a translated and culturally adapted manual, and administered by a trained community health worker. In addition, each participant will engage in three exercise groups per week for 12 weeks, using the Increased Velocity Specific to Task (Strong Bodies; InVEST) protocol. Both intervention and control groups will be assessed biweekly for symptoms of depression, anxiety, and suicidality, and both groups will participate in a thorough assessment at baseline, and 2, 6, and 12 months after baseline.