When you invest in a certificate of deposit or a share certificate, you expect to earn more on it than you would from a savings account. But with interest rates back near the historic lows reached after the Great Recession, it can be tough to find yields that seem high enough. CDs are offered by banks, while share certificates come from credit unions, but they are similar investments.