Yes, you can start a new job while serving notice. You may have to adjust your start date with your new employer if they are not comfortable with you giving less than two weeks notice at your current job.
If possible, it is always best to try and give your full two weeks notice as per commonly accepted industry practice even if that means starting your new job a few days later than planned.
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