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Secure phpmyadmin/phpmyadmin Docker container connection

I have a Debian 10 server with a phpmyadmin/phpmyadmin Docker container on it which points to a Amazon RDS database. Currently whenever I log in to the phpmyadmin website it is using port 80 and it is unsecure. Is there a way when I pull the phpmyadmin/phpmyadmin to have it use a secure connection from my computer to my phymyadmin website? I'm sure I can change the port to 8080:443 but won't I need a certificate?
Thanks

Current command to pull:
sudo docker run --name phpmyadminone -d -e PMA_HOST=myrdsdatabaseserverxxxxxxxxxxxx.com -p 8080:80 phpmyadmin/phpmyadmin

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DockerHub Link phpmyadmin/phpmyadmin
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David Favor
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Thanks for your quick response David.
You're welcome!