What can cause severe dizziness almost vertigo, headaches, and fatigue?

A long list: Many different things can potentially cause this constellation of symptoms that you describe, including: high blood pressure, anemia, very high blood sugar, abnormal thyroid function, abnormal electrolytes, and less often neurological illness. Given how nonspecific these symptoms are, it's important you have a thorough exam and evaluation by a physician.