Yes, investment dividends are taxable in Canada. Your investment income will be subject to a combination of income tax (for money earned through interest and dividends) and capital gains tax (for money earned through selling investments at a profit).
You can avoid some, or all, of these taxes by holding your investments in a registered account like an RRSP or TFSA.