You need to edit the fstab file to use the noatime option.
sudo vim /etc/fstab
Your fstab file will look different to this. At this point I should warn you that if you mistype this, delete something you shouldn't or otherwise break this file, you Linux system MAY NOT BOOT. You can see below where I have added noatime which is visible in bold.