Connecting multiple i2c devices to an arduino uno

Hi. I want to do a project with a RTC(Real Time Clock) and an i2c display, both of which are i2c. I am having trouble figuring out how to connect and control them both. Is this possible?

Connect Arduino's SCL to SCL of RTC and Display, connect 4.7K resistor from SCL to 5V.
Repeat for SDA.

Arduino will send out RTC address when it wants to talk to RTC, and Display address when it wants to talk to Display.