This is actually quite easy. Just set the form's FormBorderStyle property to None and set its WindowState to Maximized as in the following code.

// Make the form cover the taskbar.
private void Form1_Load(object sender, EventArgs e)
{
    this.FormBorderStyle = FormBorderStyle.None;
    this.WindowState = FormWindowState.Maximized;
}